Datasets:
dipudl
/
dataverse-tokenized-dataset

Dataset card Data Studio Files
xet
Community
text
stringlengths
33
3.74k
category
int64
0
19
__index_level_0__
int64
0
1.81M
input_ids
list
attention_mask
list
simple optical method situ detection ultralow amount ammonia key precursor nitrogenous compound fertilizer ammonia affect life numerous way rapid sensitive detection ammonia essential environmental monitoring process control industrial production report novel nonperturbative method allows rapid detection ammonia detection level thousand molecule based non contact optical detection surface enhanced raman signal show simple affordable approach enables ammonia probing selected region interest high spatial resolution making situ operando observation possible
2
1,527,411
[ 2, 1004, 1195, 210, 5270, 791, 17216, 2224, 17149, 1231, 9155, 6916, 211, 4132, 2740, 781, 3777, 17149, 2898, 2434, 4464, 1024, 2522, 2607, 791, 17149, 2691, 4405, 3353, 455, 561, 4558, 2155, 1439, 758, 10491, 210, 1191, 2522, 791, 17149, 791, 712, 5422, 2570, 250, 278, 2598, 1195, 791, 854, 2646, 5025, 901, 223, 1004, 12641, 338, 2296, 17149, 5328, 3304, 977, 1640, 298, 1325, 1378, 2016, 5270, 18514, 35, 972, 1117, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
simplex structured matrix factorization sparsity based identifiability provably correct algorithm paper provide novel algorithm identifiability guarantee simplex structured matrix factorization ssmf generalization nonnegative matrix factorization current state art algorithm provide identifiability result ssmf rely sufficiently scattered condition ssc requires data point well spread within convex hull basis vector condition proposed algorithm recover unique decomposition case much weaker ssc require point facet convex hull basis vector whose dimension key idea based extracting facet containing largest number point illustrate effectiveness approach synthetic data set hyperspectral image showing outperforms state art ssmf algorithm able handle higher noise level rank deficient matrix outlier input data highly violates ssc
3
191,877
[ 2, 8240, 3140, 766, 3838, 3874, 250, 9530, 6418, 2510, 349, 362, 693, 758, 349, 9530, 2190, 8240, 3140, 766, 3838, 15605, 52, 1781, 6710, 766, 3838, 845, 314, 930, 349, 693, 9530, 249, 15605, 52, 3139, 3566, 6713, 587, 14351, 2007, 233, 563, 529, 2853, 992, 1593, 8220, 2272, 1134, 587, 459, 349, 1868, 2326, 2246, 516, 1804, 6170, 14351, 2115, 563, 8346, 1593, 8220, 2272, 1134, 1857, 443, 1231, 2399, 250, 5163, 8346, 3438, 4085, 486, 563, 2495, 2059, 338, 2338, 233, 376, 8456, 488, 2705, 2113, 314, 930, 15605, 52, 349, 1728, 3579, 1084, 1068, 712, 1850, 12769, 766, 4901, 983, 233, 1752, 14058, 14351, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
artistry pricing reckoner graphic technique paper make first attempt introduce tool computer graphic art pricing research argue creation paint call combining conceptual effort paint effort artist however important price determinant cause long missing traditional hedonic model concentrated measure newspaper draw digital picture auctioned painting various noted creative person applies image acknowledgement proficiency step variance line color house painting use proxy artist paint effort include hedonic regression test significance result display discrepancy line color painting importantly positively explain cut rate sale price general context suggested measurement better capture content heterogeneity painting hence better traditional artwork pricing methodology approach also provides quantitative perspective valuation authentication painting
15
1,132,248
[ 2, 12809, 403, 5848, 251, 13091, 1162, 8129, 703, 362, 1225, 499, 3628, 1077, 1242, 2003, 8129, 930, 5848, 952, 3475, 5254, 18807, 1052, 2855, 5966, 2901, 18807, 2901, 12809, 627, 994, 3377, 5031, 3001, 891, 3550, 2239, 10358, 755, 142, 7973, 949, 19675, 3000, 3075, 4199, 7619, 64, 12164, 1002, 11556, 10616, 2588, 4920, 488, 14289, 14959, 1777, 1302, 1228, 2726, 1175, 2802, 10029, 12164, 508, 6301, 12809, 18807, 2901, 2373, 10358, 755, 1832, 821, 4866, 249, 3926, 4487, 1175, 2802, 12164, 5106, 9182, 1668, 3096, 687, 11796, 3377, 421, 1115, 4556, 852, 1251, 2052, 2313, 4989, 12164, 2648, 1251, 2239, 930, 192, 5848, 2530, 338, 364, 1220, 2847, 2452, 7342, 7343, 12164, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
comment constancy kpv state using blackfold overture study classical constancy kpv kachru pearson verlinde re publica anti branes tip klebanov strassler throat regard generic wine long wavelength deformation consider found instability comment relation result subsist resolution stability kpv state department
9
1,685,208
[ 2, 4895, 19045, 7317, 46, 314, 291, 1161, 6781, 14557, 131, 352, 1070, 19045, 7317, 46, 8408, 9394, 45, 11595, 19434, 110, 2133, 42, 2048, 8591, 6506, 5881, 4313, 721, 3150, 258, 1725, 15404, 2475, 2675, 4508, 38, 891, 3110, 2795, 520, 1088, 2713, 4895, 893, 249, 16065, 79, 1378, 1557, 7317, 46, 314, 13276, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
active period cut surface consider numerical approach covariant generalised navier stokes equation general aerofoil study influence varying gaussian curvature anomalous whirlpool network active sturm und drang regime characterise ego assembly finite size vortex linked range mountain anti ferromagnet order percolate entire surface simulation result reveal alignment string minimal curve crinkle surface argue colony turbulence regime mansion gradient local gaussian curvature outcome stay qualitative account still incomplete several observed phenomenon qualitative arrangement experiment active nematic liquid crystal toroidal surface contribute understand delicate interplay geometrical property surface characteristic flow orbit potential control active flow surface via gradient spatial curvature surface
12
752,270
[ 2, 1894, 1278, 3096, 854, 520, 869, 338, 5938, 6260, 5565, 4101, 552, 421, 18860, 15262, 352, 2368, 2566, 1476, 2396, 3414, 787, 151, 11690, 5842, 256, 1894, 12213, 3961, 2577, 12901, 1526, 8501, 10913, 5018, 834, 918, 3240, 5621, 889, 14471, 2048, 8727, 452, 19772, 103, 3487, 854, 679, 249, 1605, 3316, 2470, 2169, 1684, 1039, 39, 7921, 854, 3475, 12679, 3620, 1526, 398, 167, 1154, 619, 1476, 2396, 2890, 7716, 4365, 1948, 1923, 5650, 876, 1059, 1981, 4365, 6096, 427, 1894, 6341, 2493, 2375, 8661, 854, 4503, 1121, 12502, 4305, 5341, 559, 854, 1548, 928, 1430, 801, 561, 1894, 928, 854, 864, 1154, 1325, 2396, 854, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
trecap wearable gimmick measuring stick piece tail tremor data visually guided hand drive real time assessment intervention motor symptom tremor parkinson disease depend exclusively physician visual observation standardised motion explorer motor task wearable sensor accelerometer able detect manifestation pathological sign movement disorder sensor data motor task however moldiness processed sequentially annotated data clinical expert hence design trecap impost built wearable device new software capture evaluate motor symptom tremor real meter inertial sensor data systematically processed stored tailored motor task software admit annotated data clinical rating score deep brainiac stimulation parameter image testing wearable device validated pilot study subject physiologic hand tremor processed information set worthy automobile learn classify motor task result respectable open demonstrate truth support vector machine algorithm trecap software expandable allows full access configuration sensor via bluetooth finally function integral device provide platform liable future clinical trial
3
105,774
[ 2, 17557, 240, 8395, 11224, 564, 1722, 3835, 13419, 6429, 2735, 7435, 65, 233, 7355, 4220, 1333, 4047, 495, 290, 3468, 4511, 6165, 8283, 7435, 65, 13992, 2622, 626, 9345, 12012, 1386, 972, 974, 879, 1367, 11245, 6165, 546, 8395, 1972, 13214, 1728, 2106, 9086, 10749, 416, 4014, 2747, 1972, 233, 6165, 546, 627, 9363, 176, 691, 6571, 7440, 4796, 233, 3288, 3245, 2648, 618, 17557, 240, 4143, 36, 3447, 8395, 1201, 385, 2255, 2052, 1802, 6165, 8283, 7435, 65, 495, 7838, 5447, 1972, 233, 4489, 6571, 6628, 5916, 6165, 546, 2255, 3255, 4796, 233, 3288, 7059, 2347, 562, 2773, 2323, 33, 11524, 481, 488, 2248, 8395, 1201, 4378, 6834, 352, 2315, 7580, 12949, 1333, 7435, 65, 6571, 545, 376, 19863, 979, 15342, 234, 3873, 6165, 546, 249, 1785, 195, 1090, 717, 3992, 1393, 1134, 825, 349, 17557, 240, 2255, 3681, 195, 1191, 1616, 2083, 1932, 1972, 864, 14226, 1157, 327, 1964, 1201, 693, 2145, 613, 195, 1387, 3288, 4964, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
fairness machine learning tractable model machine learning technique become pervasive across range different application widely used area disparate recidivism prediction consumer credit risk analysis insurance pricing prevalence machine learning technique raised concern potential learned algorithm become biased certain group many definition proposed literature fundamental task reasoning probabilistic event challenging one owing intractability inference focus paper taking step towards application tractable model fairness tractable probabilistic model emerged guarantee conditional marginal computed time linear size model particular show sum product network spns enable effective technique determining statistical relationship protected attribute training variable subset training variable found spn independent training attribute considered safe variable train classification model without concern resulting classifier result disparate outcome different demographic group initial experiment german credit data set indicate processing technique significantly reduces disparate treatment male female credit applicant small reduction classification accuracy compared state art also motivate concept fairness percentile equivalence new definition predicated notion individual percentile respective distribution treated equivalently prevents unfair penalisation individual lie extremity respective distribution
6
1,402,308
[ 2, 3781, 825, 285, 5488, 142, 825, 285, 703, 2387, 11857, 1496, 889, 467, 542, 2342, 522, 1589, 11119, 251, 17871, 4291, 53, 839, 6269, 7812, 1965, 494, 9243, 5848, 8686, 825, 285, 703, 8388, 2625, 801, 2316, 349, 2387, 5076, 1452, 657, 731, 3017, 459, 1810, 1708, 546, 3560, 2568, 1170, 1759, 401, 6340, 18746, 1444, 1102, 362, 2960, 1228, 1766, 542, 5488, 142, 3781, 5488, 2568, 142, 5443, 2190, 2820, 4344, 2852, 290, 617, 918, 142, 756, 223, 1327, 1568, 256, 129, 2758, 2769, 1013, 703, 4026, 1558, 2175, 5231, 3233, 660, 1089, 2553, 660, 1089, 1088, 129, 39, 1312, 660, 3233, 1657, 4637, 1089, 442, 920, 142, 973, 2625, 1748, 2177, 249, 11119, 2890, 467, 7414, 657, 1352, 427, 6591, 7812, 233, 376, 2941, 1567, 703, 1411, 3275, 11119, 2506, 12058, 11110, 7812, 19856, 762, 1843, 920, 865, 985, 314, 930, 364, 8411, 1546, 3781, 17376, 3314, 385, 3017, 9935, 40, 2245, 1570, 17376, 5718, 555, 5512, 7952, 8491, 11375, 3911, 2105, 1570, 2098, 2742, 104, 5718, 555, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
emergence complete heavy quark cheese spin balance multiplet seven molecular pentaquarks illuminate latest lhcb analysis recent depth psychology lhcb collaboration suggests existence three narrow pentaquark like state instead unmatched previous analytic thinking closeness threshold one suggests molecular rendering resonance show three pentaquark like resonance naturally hold striking range efficient field hypothesis description incorporates heavy quark spin proportion description lead prognostication seven potential wave overweight antimeson baryon molecule foursome extra molecular pentaquarks summation provide first good example punishing quark cheese spin isotropy molecular multiplet complete confirmed give impressive example practical application toilsome quark cheese cheese correspondence effective sphere theory hadron cathartic uncover light powerful society rationale molecular spectrum reminiscent su flavor multiplets calorie free hadron spectrum conforms
19
445,653
[ 2, 4090, 1878, 2476, 2269, 6672, 3953, 740, 3859, 9792, 6199, 2013, 13030, 32, 17466, 6271, 9323, 494, 644, 2220, 11872, 9323, 4552, 3320, 1666, 776, 4006, 13030, 1079, 314, 2464, 7579, 19538, 912, 2354, 11259, 14295, 2413, 401, 3320, 2013, 6538, 2292, 223, 776, 13030, 1079, 2292, 3241, 2660, 7557, 889, 790, 381, 2765, 2045, 5622, 2476, 2269, 740, 3592, 2045, 840, 12720, 75, 6199, 801, 713, 887, 5205, 10973, 13026, 3941, 2570, 1249, 339, 9811, 2818, 2013, 13030, 32, 8971, 693, 499, 1860, 848, 8479, 7524, 2269, 6672, 3953, 740, 12936, 2013, 9792, 1878, 4593, 1041, 7944, 848, 2065, 542, 13309, 5463, 957, 2269, 6672, 3953, 6672, 3953, 3437, 1013, 3018, 476, 3167, 10351, 4830, 5583, 1003, 3039, 6438, 11072, 2013, 978, 10505, 158, 4154, 13314, 8879, 400, 965, 3167, 978, 2578, 32, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
spin pumping noncollinear antiferromagnets ac spin pumping noncollinear antiferromagnets theoretically investigated starting effective action description spin system derive onsager coefficient connecting spin pumping spin transfer torque associated dynamic valued antiferromagnetic order parameter theory applied kagome antiferromagnet resonantly driven uniform external magnetic field demonstrate reactive dissipative spin transfer torque parameter extracted pumped ac spin current phase quadrature driving field furthermore find three spin wave band kagome af generate spin current mutually orthogonal polarization direction offer unique way controlling spin orientation pumped spin current exciting different spin wave mode
4
1,404,305
[ 2, 740, 7856, 18479, 12287, 181, 740, 7856, 18479, 12287, 3470, 2497, 3776, 1013, 1274, 2045, 740, 214, 1527, 13889, 1624, 6414, 740, 7856, 740, 1293, 5351, 1187, 565, 3400, 5105, 452, 481, 476, 1261, 8781, 8207, 14880, 1457, 1888, 2513, 826, 381, 717, 7077, 4887, 740, 1293, 5351, 481, 3404, 12733, 181, 740, 845, 584, 7063, 2594, 381, 1518, 696, 776, 740, 713, 1075, 8781, 3977, 1941, 740, 845, 8015, 3099, 2425, 1562, 2380, 2326, 1024, 4660, 740, 3728, 12733, 740, 845, 7735, 467, 740, 713, 1082, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
storage resound search electric dipole moment charged particle feasibility study offer method exploit charged molecule confined computer storage ring beam proton deuteron possibly search intrinsical galvanic dipole moment edm aligned along corpuscle twist axis statistical sensitiveness could come near ecm challenge scale systematic error interchangeable level ring adjust conserve twist polarisation ab initio parallel particle velocity time surplus minute orotund radial electric line business act edm rotate polarization longitudinal vertical direction slow lift perpendicular polarisation component detected scattering target signal edm project scheme outlined stepwise architectural plan foreseen starting ongoing cosy activity demonstrate technical feasibility accomplishment escort admit reduced polarisation measurement erroneous belief long horizontal plane polarization lifespan ascendance polarization direction feedback dispel measurement labor continues proof potentiality measuring precursor experiment foremost lineal deuteron edm measurement intermediate prototype ring proof principle protester key technology finally high precision galvanizing field storage ringing
16
828,336
[ 2, 3408, 137, 318, 1106, 2253, 3822, 1147, 3297, 836, 4380, 352, 2380, 210, 2208, 3297, 2570, 5065, 2003, 3408, 2277, 1786, 2915, 10464, 3974, 1106, 2996, 61, 894, 19430, 3822, 1147, 12214, 5277, 1622, 3731, 8186, 3044, 3499, 1558, 2607, 691, 1499, 3543, 1027, 17660, 1136, 680, 2202, 857, 14252, 195, 712, 2277, 3922, 13955, 3044, 9567, 598, 5986, 1912, 836, 1621, 290, 16102, 6276, 266, 148, 554, 3303, 2253, 1175, 5605, 1955, 12214, 14560, 2425, 4627, 4993, 1562, 2563, 6920, 6015, 9567, 1071, 2932, 1661, 1176, 901, 12214, 2487, 903, 11281, 17359, 8496, 1358, 19993, 3776, 6402, 1213, 50, 2194, 717, 3915, 4380, 6221, 190, 5124, 274, 3255, 2104, 9567, 852, 12032, 5090, 891, 6353, 1954, 2425, 17027, 9646, 16164, 15843, 38, 2425, 1562, 2349, 8122, 73, 852, 4102, 9240, 1689, 801, 104, 3835, 9155, 427, 5635, 2367, 1175, 61, 10464, 12214, 852, 3094, 4590, 2277, 1689, 1779, 855, 7938, 1231, 1958, 1157, 298, 2235, 894, 11608, 1007, 381, 3408, 2277, 70, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
direct signal detection ultra gamey energy wimp satellite detector like jaish muhammad euso hypothesis directly detecting ultra high vigour uhe wimp considered wimp interaction nucleus melodic line since neutrino dominate event spheric crown near jem euso event neighborhood neglect work number uhe weakly interacting massive particle neutrino detected jem euso evaluated different zip pev eev ten year severally energy department threshold taken eev neutrino event almost rejected sensing uhe chicken according evaluation uhe wimp result detected jaish muhammad euso vigor eev ten year
17
308,208
[ 2, 1108, 901, 791, 2403, 1756, 50, 470, 10075, 3505, 1787, 1079, 14, 15914, 37, 3612, 9588, 1208, 40, 18504, 35, 2765, 1986, 3427, 2403, 298, 15486, 371, 7910, 38, 10075, 1657, 10075, 719, 2993, 4793, 3867, 1175, 1784, 2018, 8079, 1170, 2920, 72, 4096, 39, 1027, 15770, 53, 18504, 35, 1170, 4764, 10840, 431, 486, 7910, 38, 3313, 2571, 2030, 836, 2018, 2932, 15770, 53, 18504, 35, 2702, 467, 13621, 12279, 7366, 46, 4265, 1821, 876, 97, 470, 13276, 2413, 3356, 7366, 46, 2018, 1170, 2460, 16642, 2835, 7910, 38, 19763, 3349, 2605, 1448, 7910, 38, 10075, 249, 2932, 14, 15914, 37, 3612, 9588, 1208, 40, 18504, 35, 15486, 65, 7366, 46, 4265, 1821, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
big small right benchmark assessment density functional theory predicting spatial extent electron density small chemical system multipole moment first order response energy spatial derivative electric field strength quality density functional theory dft prediction molecular multipole moment thus characterizes error modeling electron density well performance describing molecule interacting external electric field however lowest non zero moment translationally invariant making higher order moment origin dependent therefore instead using quadrupole moment matrix utilize translationally invariant matrix second cumulants spatial variance electron density quantity interest denoted principal component square spatial extent electron density along axis benchmark dataset prinicpal component small molecule coupled cluster single double perturbative triple ccsdt complete basis set cbs limit developed resulting independent component performance popular recent density functionals assessed var dataset several functionals especially double hybrid also scan scan yield reliable second cumulants although modern empirically parameterized functionals yield disappointing performance atom particular challenging nearly method indicating future functional development could benefit inclusion density information training testing protocol
13
1,232,292
[ 2, 3315, 762, 3179, 1520, 3468, 784, 1653, 476, 3285, 1325, 4433, 1149, 784, 762, 2531, 214, 9904, 1147, 499, 452, 1601, 470, 1325, 2790, 2253, 381, 2126, 1320, 784, 1653, 476, 5720, 839, 2013, 9904, 1147, 1214, 7693, 857, 1490, 1149, 784, 529, 473, 3706, 2570, 2571, 2513, 2253, 381, 627, 5240, 278, 1362, 1147, 17926, 1406, 2016, 1084, 452, 1147, 2093, 1521, 1840, 2464, 291, 7525, 1147, 766, 3951, 17926, 1406, 766, 937, 9997, 1325, 2726, 1149, 784, 2797, 1640, 8154, 3893, 1071, 2187, 1325, 4433, 1149, 784, 1622, 3499, 1520, 608, 1355, 14064, 3713, 43, 1071, 762, 2570, 1828, 878, 782, 2377, 4011, 4808, 10951, 10396, 1878, 2272, 376, 7926, 32, 625, 1502, 1748, 1312, 1071, 473, 2259, 644, 784, 5379, 7088, 8128, 608, 876, 5379, 2301, 2377, 2025, 364, 4245, 4245, 1718, 3338, 937, 9997, 2302, 2939, 3825, 5021, 5379, 1718, 217, 4076, 1155, 70, 473, 1369, 756, 1759, 3532, 210, 4965, 1387, 1653, 1642, 1499, 2539, 4652, 784, 545, 660, 2248, 2237, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
study einstein gauss bonnet quintessential inflationary model newspaper report class quintessential mastermind gauss bonnet model focalize former late time phenomenology regard early prison term phenomenology formalize slow roll evolution model calculate detail spectral forefinger primordial curvature perturbation tensor scalar ratio demonstrate resulting observational index compatible planck bicepkeck array observational constraint inflation esteem tardy time behaviour perform numerical analytic thinking demonstrate class model coupling mathematical function gauss bonnet scalar satisfies raise similar pattern evolution late clip characterized slow era critical red shift point universe super decelerates subsequently accelerates present time decreasing pace though critical red shift crucially depends initial shape chosen scalar field quintessential einstein gauss bonnet theoretical account studied late time era realized large note value scalar field
11
275,612
[ 2, 352, 2982, 5259, 8084, 17339, 6398, 142, 19675, 1439, 463, 17339, 5645, 7651, 40, 5259, 8084, 142, 8339, 462, 4753, 4482, 290, 7695, 2475, 2467, 16663, 612, 7695, 9379, 2563, 6661, 1085, 142, 2967, 1639, 1253, 5635, 556, 1271, 4543, 2396, 1723, 1540, 1631, 1467, 717, 1748, 3736, 1901, 4023, 4100, 6734, 264, 526, 33, 41, 2455, 3736, 986, 3109, 1205, 1809, 53, 13727, 7597, 290, 2645, 347, 869, 2354, 11259, 717, 463, 142, 1183, 2657, 327, 5259, 8084, 1631, 4259, 6674, 960, 1412, 1085, 4482, 7905, 3046, 2563, 5723, 1166, 547, 2339, 563, 2690, 477, 11064, 763, 5139, 11879, 415, 290, 5246, 13952, 3087, 1166, 547, 2339, 8403, 2696, 1352, 1761, 3966, 1631, 381, 17339, 2982, 5259, 8084, 1238, 1948, 1590, 4482, 290, 5723, 4276, 506, 3089, 730, 1631, 381, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
diquark correlation hadron physic origin impact evidence last ten seen note shift internal structure hadron tacit modern experimental facility new theoretical technique continuum apprenticed state trouble progress latticework regularised qcd provided strong indication soft quarkquark diquark correlativity play crucial role hadron physic lesson theory signal appearance coefficient correlation necessary consequence dynamic chiral proportion break viz corollary emergent hadronic mass responsible visible great deal universe experiment uncovered signal correlativity flavour separation proton electromagnetic form cistron phenomenology suggests diquark correlation might decisive formation exotic tetra penta quark hadron broad spectrum information evaluated herein purview consolidating fact therefrom move toward coherent unified picture hadron structure role diquark correlation might play
14
913,775
[ 2, 11199, 1138, 3167, 1422, 2093, 1485, 2188, 2787, 4265, 3214, 3089, 2339, 3060, 497, 3167, 7590, 76, 2939, 982, 5195, 385, 1238, 703, 3269, 744, 736, 16400, 314, 19753, 80, 3331, 1276, 192, 18213, 3072, 2082, 788, 8840, 1489, 2269, 5251, 11199, 856, 5431, 1973, 2620, 1574, 3167, 1422, 10432, 476, 901, 4441, 1624, 1138, 2446, 2736, 565, 2687, 3592, 2061, 12161, 7191, 4875, 5741, 669, 4995, 4670, 1931, 2951, 2690, 427, 13045, 901, 856, 5431, 7521, 2782, 2915, 3068, 337, 6147, 222, 58, 7695, 3320, 11199, 1138, 3107, 14277, 1564, 5037, 5882, 12219, 2269, 3167, 2159, 978, 545, 2702, 7605, 1739, 1576, 16768, 413, 769, 1410, 10045, 85, 4326, 1477, 2609, 3384, 4199, 3167, 497, 1574, 11199, 1138, 3107, 1973, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
semi agnostic ansatz varying bodily structure quantum machine learning quantum automobile instruct qml offer potent flexible paradigm programming near term quantum figurer application alchemy metrology material science data science math nonpareil gear ansatz form parameterized quantum circuit accomplish task interest however challenge recently emerged suggesting deep ansatzes difficult train imputable flat preparation landscape induce randomness hardware noise prompt influence present variable structure approach physique ansatzes qml approach called van varying ansatz applies coiffe rule grow crucially remove quantum gate inform manner optimization consequently van ideally suited mitigate trainability noise related issue keeping ansatz shallow employ van variational quantum eigensolver concentrate matter quantum chemistry application programme also quantum autoencoder data point condensation showing successful result case
13
1,285,139
[ 2, 2057, 5239, 6196, 2566, 19371, 1141, 497, 406, 825, 285, 406, 979, 15342, 14429, 10219, 43, 2380, 707, 78, 3322, 3058, 2710, 1027, 612, 406, 7547, 34, 542, 13003, 2749, 18964, 9731, 1222, 2430, 233, 2430, 1825, 5252, 38, 116, 14197, 6196, 337, 5021, 406, 2453, 6221, 546, 1640, 627, 1136, 1305, 5443, 4853, 562, 6196, 69, 1930, 442, 8071, 195, 2546, 7163, 4426, 5048, 6385, 2813, 1068, 7195, 2368, 415, 1089, 497, 338, 7580, 544, 6196, 69, 10219, 43, 338, 1357, 2362, 2566, 6196, 4920, 235, 196, 5817, 2046, 1315, 8403, 5261, 406, 3217, 3189, 3061, 868, 4466, 2362, 10895, 5534, 4951, 442, 367, 1068, 1264, 1737, 6216, 6196, 5414, 1550, 2362, 2332, 406, 14540, 8844, 1074, 406, 5384, 542, 11365, 364, 406, 4904, 233, 563, 6657, 2705, 2337, 249, 516, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
effect quantum stochasticity quantum close together optimization algorithm quantum classical hybrid algorithm algorithm hold promise manifest quantum advantage nisq device running algorithm gist quantum haphazardness inevitable work consider well known hybrid algorithm quantum approximate optimisation algorithm qaoa study effect qaoa typical quantum noise channel get several numerical result research indicates output state fidelity cost mapping slope obtained qaoa lessening exponentially respect number gate noise metier moreover discover noise merely drop parameter space without change complex body part optimized parameter deviate nonsuch time value result bring home bacon evidence effectiveness hybrid algorithmic program run nisq device
13
1,273,131
[ 2, 610, 406, 11484, 406, 2247, 2556, 868, 349, 406, 1070, 2025, 349, 349, 2660, 5011, 5096, 406, 2051, 12331, 1201, 4022, 349, 11224, 79, 406, 19146, 7352, 9957, 18666, 691, 10699, 431, 520, 529, 886, 2025, 349, 406, 2148, 5909, 349, 12522, 352, 610, 12522, 2922, 406, 1068, 1062, 3195, 876, 869, 249, 952, 4261, 1633, 314, 3820, 1103, 2256, 5148, 970, 12522, 8134, 2604, 4297, 1785, 486, 3217, 1068, 173, 733, 1415, 1806, 1068, 9577, 3574, 481, 410, 973, 1173, 586, 1577, 1229, 3454, 481, 8694, 11537, 1517, 290, 730, 249, 4161, 4885, 18588, 58, 2188, 2059, 2025, 3930, 1349, 1769, 12331, 1201, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
simulation environment safety assessment ceav deployment linden report present simulation environment pre deployment testing autonomous shuttle operate linden residential area autonomous shuttle deployment already successfully launched operated city columbus ended recently report focus second autonomous shuttle deployment planned start december using route help solve first mile last mile mobility challenge linden neighborhood columbus providing free ride st stephen community house douglas community recreation center rosewind resident council linden transit center document present simulation testing environment two open source simulator commercial simulator residential area route used model loop hardware loop simulation testing autonomous shuttle operation actual deployment
0
75,978
[ 2, 679, 1028, 3238, 3468, 5693, 690, 3993, 19883, 1439, 415, 679, 1028, 519, 3993, 2248, 2615, 13795, 15721, 5545, 19883, 12448, 1589, 2615, 13795, 15721, 3993, 3720, 3334, 11277, 9858, 4164, 475, 10292, 183, 11250, 1305, 1439, 1102, 937, 2615, 13795, 15721, 3993, 9246, 3889, 12801, 291, 4732, 1967, 1925, 499, 16516, 2787, 16516, 3733, 1136, 19883, 4764, 475, 10292, 183, 2494, 965, 10242, 92, 1228, 2749, 39, 2257, 10029, 15363, 2257, 16303, 75, 2231, 11248, 1346, 1127, 13854, 1662, 3395, 43, 19883, 5593, 2231, 2995, 415, 679, 2248, 1028, 312, 1090, 829, 4625, 5638, 4625, 12448, 1589, 4732, 522, 142, 1984, 2813, 1984, 679, 2248, 2615, 13795, 15721, 1837, 4639, 3993, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
profiling improving duty cycling performance linux based iot device minimizing energy consumption linux based device essential step towards wide deployment various iot scenario energy saving method duty cycling aim address constraint limiting amount time device powered work study improve amount time linux based iot device powered accomplish task analyze process system boot shutdown two platform raspberry pi raspberry pi zero wireless enhance duty cycling performance identifying disabling time consuming unnecessary unit initialized userspace also study whether sd card speed sd card capacity utilization affect boot duration energy consumption addition propose pallex parallel execution framework built top systemd init system run user application concurrently userspace initialization validate performance impact pallex applied various iot application scenario capturing image ii capturing encrypting image iii capturing classifying image using nearest neighbor algorithm iv capturing image sending cloud server result show system lifetime increased application scenario respectively
0
93,011
[ 2, 11931, 2859, 13951, 12872, 473, 15465, 250, 3332, 1201, 4243, 470, 3694, 15465, 250, 1201, 2691, 1228, 1766, 1762, 3993, 1002, 3332, 1296, 470, 6376, 210, 13951, 12872, 1484, 1260, 986, 3962, 2224, 290, 1201, 7101, 431, 352, 1354, 2224, 290, 15465, 250, 3332, 1201, 7101, 6221, 546, 1849, 455, 214, 5326, 13795, 4671, 312, 2145, 18564, 3479, 18564, 3479, 1362, 2827, 2158, 13951, 12872, 473, 3433, 217, 701, 70, 290, 5340, 11138, 1436, 10399, 881, 2821, 364, 352, 2252, 3350, 4973, 1691, 3350, 4973, 2528, 6493, 2898, 5326, 4509, 470, 3694, 827, 537, 19982, 387, 1912, 4021, 609, 3447, 653, 214, 40, 83, 76, 214, 1769, 881, 542, 11229, 881, 2821, 5511, 3283, 473, 1485, 19982, 387, 1261, 1002, 3332, 542, 1296, 5147, 488, 1465, 5147, 5832, 10001, 488, 3509, 5147, 5861, 488, 291, 4448, 2886, 349, 5009, 5147, 488, 11964, 1861, 3667, 249, 223, 214, 4413, 3347, 542, 1296, 1853, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
critical nls noncompact measured graph localized nonlinearity topological metric feature carrying word initiated dovetta tentarelli investigate existence ground country prescribed aggregative critical nonlinear schrodinger equating nlse noncompact metrical graph localize nonlinearity precisely show existence nonexistence ground state mainly depends argument called reduce vital mass saucer topological metric feature graphical record affect argument establishing relevant difference regard case extended nonlinearity study adami serra tilli result rely thorough analysis optimal unremitting suited variant critical gagliardo nirenberg inequality
8
633,120
[ 2, 1166, 10320, 14587, 2205, 471, 3510, 5505, 1178, 1093, 571, 7601, 1963, 9190, 6540, 98, 7140, 42, 9965, 484, 7270, 31, 1190, 1666, 1636, 4299, 6406, 2652, 342, 1166, 1144, 3629, 344, 413, 10320, 38, 14587, 1093, 61, 471, 9264, 5505, 3800, 223, 1666, 15789, 1636, 314, 3601, 2696, 3306, 1357, 2068, 6461, 669, 4534, 589, 34, 1178, 1093, 571, 5082, 3355, 2898, 3306, 5670, 1980, 1608, 2475, 516, 1979, 5505, 352, 8587, 31, 940, 99, 13718, 31, 249, 3139, 5557, 494, 819, 8718, 2435, 133, 5534, 2688, 1166, 2756, 8454, 8160, 35, 17043, 2281, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
near resonance tidal evolution earth moon system influenced orbital scale climate change build conceptual coupled model climate tidal evolution earth moon system find influence former latter energy balance model applied calculate steady state temperature field mean annual insolation function varying astronomical parameter harmonic oscillator model applied integrate lunar orbit earth rotation tidal torque dependent dominant natural frequency ocean ocean geometry act bridge temperature oceanic frequency assumption fixed hemispherical continent equatorial circular lunar orbit considering kyr periodicity earth obliquity tide simulation performed near tidal resonance yr verified climate influence tidal evolution via ocean compared tidal evolution constant varying slowed earth moon distance oscillates phase resonance maximum exactly phase displacement oscillation positive correlation difference oceanic frequency tidal frequency
10
1,479,560
[ 2, 1027, 2292, 4968, 1085, 3064, 8285, 214, 7482, 2693, 680, 5393, 1173, 2655, 5966, 1828, 142, 5393, 4968, 1085, 3064, 8285, 214, 696, 2368, 4753, 2679, 470, 3859, 142, 1261, 2967, 3623, 314, 906, 381, 823, 10473, 1731, 2096, 327, 2566, 7428, 481, 2865, 3636, 142, 1261, 5387, 10604, 1430, 3064, 2575, 4968, 5351, 1521, 3986, 1398, 1029, 6618, 6618, 1583, 1955, 4579, 906, 18956, 1029, 1628, 1650, 9554, 12031, 4694, 78, 10018, 3846, 10604, 1430, 2462, 15, 11430, 7759, 3064, 14654, 13495, 679, 2183, 1027, 4968, 2292, 8701, 4880, 5393, 2368, 4968, 1085, 864, 6618, 985, 4968, 1085, 1269, 2566, 2563, 64, 3064, 8285, 1193, 17279, 584, 2292, 1749, 3625, 584, 4978, 2730, 1629, 1138, 1608, 18956, 1029, 4968, 1029, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
correspondence physic extremal black hole stable heavy atomic nucleus extremal black hole immune hawking evaporation hand heavy atomic nucleus feature extraordinary stability spontaneous transmutation changing mass number fact extremal black hole stable nucleus share common trait defying spontaneous ejection constituent suggests good part nuclear physic modelled physic extremal black hole simple version gaugegravity duality general criterion discriminating stable unstable microscopic system formulated gain new insight imperfectly understood phenomenon instability truly neutral spinless particle higgs boson quarkonia glueballs
7
1,577,068
[ 2, 3437, 1422, 5542, 1161, 1196, 1834, 2476, 2671, 2993, 5542, 1161, 1196, 9568, 6809, 7676, 1333, 2476, 2671, 2993, 571, 12388, 1557, 4063, 1595, 3584, 3990, 669, 486, 769, 5542, 1161, 1196, 1834, 2993, 3968, 1277, 8245, 1159, 1177, 4063, 8823, 6725, 3320, 1860, 1229, 2461, 1422, 6828, 1422, 5542, 1161, 1196, 1004, 1904, 2036, 6982, 3570, 421, 2437, 12179, 1834, 4359, 4058, 214, 4117, 2146, 385, 2251, 7032, 97, 4001, 1981, 2713, 9188, 3856, 13583, 836, 3130, 2986, 17859, 15944, 32, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
distribution relation fast neutrino oscillation wave dense neutrino medium sustenance flavor oscillation wave coherent among dissimilar impulse mode neutrino dispersion carnal knowledge dr branch wave complex frequency andor wave turn lead exponential ontogeny wave amplitude turn engender corporate flavor transformation neutrino medium work propose complex dr branch neutrino cycle wave bound critical point dr demonstrate theory applied neutrino medium approximate axial symmetry generation way neutrino oscillation wave also show flavor instability medium identified decipher decisive full stop dr electron lepton bit distribution neutrino medium changed ceaselessly
14
974,166
[ 2, 555, 893, 1180, 2018, 2730, 713, 2637, 2018, 1865, 3894, 16382, 189, 4154, 2730, 713, 2609, 1509, 9222, 8959, 1082, 2018, 3174, 884, 2536, 43, 1179, 2263, 3461, 713, 586, 1029, 4182, 713, 2405, 840, 2488, 4116, 2614, 50, 713, 2233, 2405, 1561, 4033, 17287, 4154, 2081, 2018, 1865, 431, 537, 586, 2263, 3461, 2018, 2371, 713, 451, 1166, 563, 2263, 717, 476, 1261, 2018, 1865, 2148, 5850, 1078, 1356, 1024, 2018, 2730, 713, 364, 223, 4154, 2713, 1865, 2807, 13999, 6203, 14277, 1616, 4847, 2263, 1149, 4607, 2712, 555, 2018, 1865, 7795, 19453, 2112, 97, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
effective rheology bi viscous non newtonian fluid porous medium model flow bi viscous non newtonian fluid porous medium square lattice link obey piece wise linear constitutive equation find numerically flow regime network transition link behaving according first linear part constitutive equation link behaving according second linear part constitutive equation characterized critical point measure two critical exponent associated critical point one correlation length exponent find critical exponent depend parameter model
2
1,470,744
[ 2, 1013, 13226, 817, 5660, 278, 5978, 2130, 6467, 1865, 142, 928, 817, 5660, 278, 5978, 2130, 6467, 1865, 2187, 1276, 1927, 9382, 6429, 3756, 617, 9657, 552, 696, 3138, 928, 1526, 256, 908, 1927, 19046, 2605, 499, 617, 1229, 9657, 552, 1927, 19046, 2605, 937, 617, 1229, 9657, 552, 3046, 1166, 563, 949, 312, 1166, 3360, 1187, 1166, 563, 401, 1138, 1698, 3360, 696, 1166, 3360, 626, 481, 142, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
fast approximation estimation bound kernel quadrature infinitely wide model infinitely wide model weighted integration feature map model excels handling infinite number feature thus adopted theoretical study deep learning kernel quadrature kernel based numerical integration scheme developed fast approximation expectation study regarding weight signed complexvector valued distribution parameter develop general kernel quadrature gkq parameter distribution proposed method achieve fast approximation rate parameter number faster traditional barrons rate fast estimation rate sample size result obtained new norm based complexity measure infinitely wide model since gkq implicitly conduct empirical risk minimization understand complexity measure also reflects generalization performance gradient learning setup
6
1,438,964
[ 2, 1180, 1056, 1083, 451, 1858, 7063, 5912, 1762, 142, 5912, 1762, 142, 2456, 2984, 571, 813, 142, 19215, 32, 5678, 2149, 486, 571, 1214, 4357, 1238, 352, 562, 285, 1858, 7063, 1858, 250, 869, 2984, 903, 1502, 1180, 1056, 3548, 352, 3880, 1152, 7165, 586, 5075, 3400, 555, 481, 578, 421, 1858, 7063, 13609, 56, 481, 555, 459, 210, 1455, 1180, 1056, 687, 481, 486, 2829, 2239, 2590, 699, 32, 687, 1180, 1083, 687, 832, 918, 249, 970, 385, 1053, 250, 1223, 949, 5912, 1762, 142, 1784, 13609, 56, 7019, 2040, 2124, 1965, 3848, 1121, 1223, 949, 364, 8366, 1781, 473, 1154, 285, 3405, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
ontogeny topographic map neural force field theory short time scale dependent plasticity topographic map brain structure connecting pre synpatic post synaptic brain region topographic development dependent hebbian based plasticity mechanism working colligation spontaneous pattern neural activity generated pre synaptic region study performed mouse shown spontaneous pattern exhibit complex spatial temporal social organisation exist model cannot incorporate nervous theater operation theory appropriate modelling image topographic system due dense nature connection region augmented plasticity rule general plenty capture complex time varying structure propose theoretical framework take development topography context complex spatial temporal activity give forward pre synaptic post synaptic region analysis model lead analytical solution corroborate conclusion natural process drive subtlety topographic projection analysis well suggests biological interference used growth topography stabilise dynamic mcmc simulation used analyse understand difference topographic elaboration wild type knock variation computer mouse time scale synaptic malleability window judge context model fit
5
1,028,189
[ 2, 4116, 2614, 50, 653, 3555, 813, 549, 2058, 381, 476, 1491, 290, 680, 1521, 8432, 653, 3555, 813, 2773, 497, 6414, 519, 899, 3713, 100, 1717, 8917, 2773, 977, 653, 3555, 1642, 1521, 18113, 250, 8432, 1112, 4442, 636, 17813, 63, 4063, 1412, 549, 2194, 1472, 519, 8917, 977, 352, 2183, 10609, 1186, 4063, 1412, 1835, 586, 1325, 1675, 1794, 12925, 991, 142, 2343, 4268, 18961, 311, 2142, 1837, 476, 2955, 3082, 488, 653, 3555, 214, 824, 2637, 2014, 1960, 977, 4420, 8432, 2046, 421, 15997, 2052, 586, 290, 2566, 497, 537, 1238, 609, 1884, 1642, 11835, 1115, 586, 1325, 1675, 2194, 1041, 2699, 519, 8917, 1717, 8917, 977, 494, 142, 840, 2428, 533, 9581, 3971, 1398, 455, 4047, 15680, 653, 3555, 2801, 494, 529, 3320, 3812, 3092, 522, 2084, 11835, 3114, 491, 565, 6243, 679, 522, 4742, 1121, 1608, 653, 3555, 7207, 75, 6040, 654, 13050, 1929, 2003, 10609, 290, 680, 8917, 13229, 38, 367, 4029, 13925, 1115, 142, 1814, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
detecting regime transition time series using dynamic mode decomposition reaction employment framework koopman operator dynamic mode chemical decomposition reaction devise computationally chinchy easily implementable method detect transient dynamic regime variety time serial argue typically transient dynamical experience full state blank dimension subsequent fast relaxation towards magnet equilibrium hand dynamic evolves slower time scale lower dimensional attractor reconstructive memory mistake dynamic mode rot used monitor inability metre series resolve fast relaxation towards attractor well effective attribute dynamic illustrate method acting notice transient dynamic kuramoto sivashinsky equation apply method atmospheric reanalysis data diagnostics detects transition predominantly negative north atlantic oscillation nao predominantly incontrovertible nao around well recently obtain regime change southern hemisphere atmospherical circulation around
12
742,536
[ 2, 3427, 1526, 908, 290, 1461, 291, 565, 1082, 2246, 2608, 13092, 609, 9179, 941, 565, 1082, 2531, 2246, 2608, 6814, 3180, 5237, 138, 50, 3112, 14614, 210, 2106, 3588, 565, 1526, 1683, 290, 9765, 3475, 2593, 3588, 1602, 3401, 1616, 314, 14794, 443, 4954, 1180, 2954, 1766, 2370, 1726, 1333, 565, 7726, 8072, 290, 680, 1262, 673, 5925, 3538, 647, 1581, 11013, 565, 1082, 1524, 522, 5915, 12313, 18773, 1461, 4663, 1180, 2954, 1766, 5925, 529, 1013, 3233, 565, 2495, 210, 5136, 8345, 3588, 565, 11698, 16201, 11100, 2758, 4395, 552, 1780, 210, 4423, 18110, 233, 8553, 8815, 908, 9369, 2221, 6488, 15246, 14648, 2730, 3679, 35, 9369, 5297, 4750, 579, 5899, 3679, 35, 1926, 529, 1305, 575, 1526, 1173, 9782, 10597, 4423, 61, 8768, 1926, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
rotating cosmological cylindrical wormhole gr tegr sourced anisotropic fluid given anisotropic fluid source determine closed form upon solving field equation general relativity gr teleparallel gravity tegr coupled cosmological constant cylindrically symmetric four dimensional cosmological rotating wormhole satisfying local energy condition cosmological rotating solution two ax symmetry finite proper distance solution property angular velocity proportional cosmological constant
10
1,502,649
[ 2, 3964, 2485, 7496, 7212, 1994, 2223, 3300, 9272, 3644, 2130, 812, 3644, 2130, 829, 1988, 2064, 337, 2761, 2178, 381, 552, 421, 4260, 1994, 13649, 1870, 2223, 3300, 1828, 2485, 1269, 7496, 97, 1879, 1249, 673, 2485, 3964, 7212, 4321, 619, 470, 587, 2485, 3964, 533, 312, 1753, 1078, 834, 505, 1193, 533, 559, 2669, 1621, 4649, 2485, 1269, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
strong supercooling consequence renormalization group consistency classically scale invariant model attractive may offer solution long standing gauge hierarchy problem also due role facilitating strongly supercooled cosmic phase transition paper investigate interplay two aspect context electroweak phase transition ewpt minimal scale invariant theory find amount supercooling generally decrease increasing scalar coupling however stabilization electroweak scale planck scale requires absence landau pole respective energy range scalar coupling tev scale therefore become larger consequence fully consistent parameter point predict ewpt complete qcd transition eventually trigger generation electroweak scale also discus potential model give rise observable gravitational wave signature well possibility accommodate dark matter candidate
10
1,373,616
[ 2, 788, 1483, 19406, 2736, 4349, 657, 3165, 9076, 680, 1406, 142, 4825, 853, 2380, 533, 891, 5763, 2036, 3865, 304, 364, 824, 1574, 9413, 2120, 13392, 2689, 584, 908, 362, 1190, 4305, 312, 2346, 1115, 6430, 584, 908, 9603, 518, 2169, 680, 1406, 476, 696, 2224, 1483, 19406, 2946, 2957, 1660, 1631, 1183, 627, 6077, 6430, 680, 4100, 680, 2007, 3864, 4502, 5243, 5718, 470, 889, 1631, 1183, 4210, 680, 1840, 2387, 2076, 2736, 1771, 1460, 481, 563, 1480, 9603, 518, 1878, 3072, 908, 5888, 3837, 1356, 6430, 680, 364, 883, 801, 142, 1041, 3248, 4131, 1751, 713, 2971, 529, 2851, 7977, 1397, 1074, 2333, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
motivic dt changeless localization given quiver likely associated toric calabi yau threefold numerical donaldson thomas constant modulus place framed representation cipher using toric localization reduces problem enumeration molten crystal provide refinement localisation function procedure allows compute motivic donaldson thomas invariant use access prove universal normal give bps invariant toric quiver open share invariant poincare dichotomy toric calabi yau treble compact divisor self poincare dual contribution complicated dependance stability parameter denotative computing suggest drastically simplify ego stability circumstance also call attractor chamber conjecture universal formula attractor invariant applies toric calabi yau singularity compact divisor
9
1,731,531
[ 2, 9191, 6646, 1173, 2112, 2534, 812, 6698, 3258, 1187, 6408, 7146, 6735, 12192, 869, 14103, 10298, 1269, 3549, 3249, 11316, 748, 16170, 291, 6408, 2534, 3275, 304, 9041, 9363, 16382, 2375, 693, 4942, 9629, 327, 1898, 1191, 1893, 9191, 14103, 10298, 1406, 508, 2083, 900, 2363, 1572, 1041, 8647, 1406, 6408, 6698, 1090, 3968, 1406, 5859, 10081, 6408, 7146, 6735, 4148, 172, 1690, 6944, 1081, 5859, 1641, 1688, 4845, 626, 189, 1557, 481, 4287, 3477, 154, 1617, 1503, 7057, 8102, 10913, 1557, 9070, 364, 1052, 5925, 7661, 2049, 2363, 1729, 5925, 1406, 4920, 6408, 7146, 6735, 3012, 1690, 6944, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
concentration estimate function finite high dimensional random array let dimensional random array whose entry take value finite set valued stochastic process indexed set element subset give sufficient easily checked condition random array ensure every function satisfies random variable becomes concentrated conditioning large subarray condition cover wide class random array necessarily independent entry example also given show optimality various aspect result proof based analytic probabilistic tool particular estimate martingale difference sequence space reduces conditional concentration random variable approximate form dissociativity random array latter obtained using combinatorial argument
1
585,348
[ 2, 3280, 999, 327, 834, 298, 673, 753, 2455, 2122, 673, 753, 2455, 1857, 4782, 1884, 730, 834, 376, 3400, 1119, 455, 9674, 376, 1241, 2553, 1041, 1883, 3112, 11214, 587, 753, 2455, 3943, 1933, 327, 4259, 753, 1089, 2968, 7973, 7173, 506, 13574, 2261, 587, 2192, 1762, 463, 753, 2455, 4831, 1312, 4782, 848, 364, 812, 223, 4465, 1002, 2346, 249, 1689, 250, 2354, 2568, 1242, 756, 999, 8225, 1608, 1160, 410, 3275, 2820, 3280, 753, 1089, 2148, 337, 16647, 5431, 753, 2455, 2679, 970, 291, 3478, 3306, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
new approach detecting designing living structure urban environment sustainable urban design planning lego set like assembly prefabricated element embryo like growth persistent differentiation adaptation towards coherent whole coherent whole impinging type called sustenance structure consists far small substructure large one detect living structure natural street axial line previously adopted topologically represent urban surroundings coherent whole paper develops new approach detecting underlying living complex body part urban environment approach contract urban environment whole recursively decomposes meaningful subwholes different level hierarchy scale ranging gravid smallest compared modern approach natural street axile line coming demonstrated four vitrine study new approach better powerful base study discus young approach used sympathy effectively design planning living structure urban environment experience livable keywords urban design planning structural beauty space syntax rude street life haleness
12
702,950
[ 2, 385, 338, 3427, 3918, 6919, 497, 4535, 1028, 9289, 4535, 618, 2839, 3991, 35, 376, 1079, 5018, 10129, 117, 309, 180, 1241, 14387, 1079, 2084, 5461, 7262, 3104, 1766, 2609, 3317, 2609, 3317, 17584, 654, 1357, 3894, 16382, 189, 497, 2834, 2209, 762, 7479, 506, 401, 2106, 6919, 497, 1398, 8956, 5850, 1175, 2240, 4357, 5885, 570, 4535, 12634, 2609, 3317, 362, 6503, 385, 338, 3427, 1924, 6919, 586, 1577, 1229, 4535, 1028, 338, 5303, 4535, 1028, 3317, 11007, 11722, 4713, 389, 3994, 6416, 467, 712, 3865, 680, 4274, 15522, 40, 6097, 985, 2939, 338, 1398, 8956, 1753, 1153, 1175, 5872, 2327, 1249, 9697, 1167, 38, 352, 385, 338, 1251, 3039, 2533, 352, 883, 4332, 338, 522, 2217, 13156, 50, 2760, 618, 2839, 6919, 497, 4535, 1028, 3401, 11353, 195, 9187, 4535, 618, 2839, 2287, 16250, 410, 9210, 13080, 38, 8956, 2434, 1817, 1198, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
pre preparation graph neural network modeling effect mutation protein protein tie affinity modeling effect mutation binding affinity play important role protein engineering drug design study develop novel deep learning based framework named graphppi predict binding phylogenetic relation change upon mutation based feature speech leave graph neural network gnn particular graphppi first employ well designed pre train scheme enforce gnn capture characteristic predictive core mutation binding chemical attraction unsupervised mode integrates graphic lineament slope boosting tree perform prediction experimentation express without annotated signaling graphppi capture meaningful pattern protein structure also graphppi achieved new nation art performance predicting binding affinity change upon single multi stage mutation five bench mark datasets depth analysis likewise showed graphppi accurately estimate result mutation binding affinity sars cov neutralizing antibody result institute graphppi sinewy useful computational tool study protein design
5
1,073,286
[ 2, 519, 7163, 471, 549, 256, 1490, 610, 6716, 3861, 3861, 9780, 8974, 1490, 610, 6716, 4610, 8974, 1973, 994, 1574, 3861, 3024, 4752, 618, 352, 578, 758, 562, 285, 250, 609, 3819, 471, 11083, 31, 1480, 4610, 10574, 893, 1173, 2761, 6716, 250, 571, 1767, 8002, 471, 549, 256, 6784, 756, 471, 11083, 31, 499, 1550, 529, 2092, 519, 442, 903, 8164, 6784, 2052, 1548, 2718, 1915, 6716, 4610, 2531, 7958, 2567, 1082, 7335, 8129, 1175, 1391, 5148, 6368, 1720, 347, 839, 9341, 5054, 973, 4796, 8210, 471, 11083, 31, 2052, 4713, 1412, 3861, 497, 364, 471, 11083, 31, 2002, 385, 12415, 930, 473, 3285, 4610, 8974, 1173, 2761, 782, 329, 2031, 6716, 3201, 1504, 1280, 1037, 2220, 494, 13459, 3568, 471, 11083, 31, 3236, 999, 249, 6716, 4610, 8974, 7042, 4452, 3856, 1007, 15925, 249, 10891, 471, 11083, 31, 10116, 54, 50, 2094, 1259, 1242, 352, 3861, 618, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
lepton core cross section measure dune ldmx detector full point ldmx light dark matter experiment detector design think search sub gev dark matter also advantageous characteristic pursue negatron nucleus scattering measurement verbatim relevance neutrino program dune elsewhere characteristic include gev electron beam precision tracker electromagnetic hadronic calorimeter skinny azimuthal espousal forward beam light axis angle low reconstruction period energy threshold ldmx thence could offer semiexclusive cross section measure detailed information last state negatron pion proton neutron compare prediction two widely used neutrino generator jinnee gibuu ldmx region acceptance illustrate large modeling discrepancy electron nucleus interaction dune corresponding kinematics contend discriminating prognostication well within capability ldmx detector
14
915,555
[ 2, 4607, 1915, 1202, 2524, 949, 10836, 5694, 53, 48, 1787, 1616, 563, 5694, 53, 48, 1003, 1397, 1074, 427, 1787, 618, 11070, 1106, 389, 3598, 1397, 1074, 364, 10493, 1548, 13168, 1554, 18624, 2993, 1661, 852, 13582, 289, 53, 4479, 2018, 1349, 10836, 14096, 1548, 2373, 3598, 1149, 1786, 2235, 7888, 3068, 5741, 10930, 6182, 13685, 8357, 2249, 211, 61, 2699, 1786, 1003, 3499, 2228, 485, 2017, 1278, 470, 2413, 5694, 53, 48, 311, 15843, 38, 1499, 2380, 2057, 10858, 5361, 1202, 2524, 949, 2721, 545, 2787, 314, 1554, 18624, 4722, 2915, 2185, 1845, 839, 312, 2342, 522, 2018, 2896, 19727, 243, 38, 5484, 45, 45, 5694, 53, 48, 977, 8241, 2495, 506, 1490, 4487, 1149, 2993, 719, 10836, 1309, 5841, 230, 273, 12179, 12720, 75, 529, 992, 2459, 5694, 53, 48, 1787, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
graph learning survey graph widely used popular representation network structure connected data graph data found broad spectrum application domain social system ecosystem biological network knowledge graph information system continuous penetration artificial intelligence technology graph learning ie machine learning graph gaining attention researcher practitioner graph learning prof effective many task classification link prediction matching generally graph learning method extract relevant feature graph taking advantage machine learning algorithm survey present comprehensive overview state art graph learning special attention paid four category existing graph learning method including graph signal processing matrix factorization random walk deep learning major model algorithm category reviewed respectively examine graph learning application area text image science knowledge graph combinatorial optimization addition discus several promising research direction field
0
48,724
[ 2, 471, 285, 1799, 471, 2342, 522, 2259, 748, 256, 497, 2137, 233, 471, 233, 1088, 2159, 978, 542, 749, 1794, 214, 7470, 3812, 256, 1179, 471, 545, 214, 1335, 8115, 2611, 3457, 1958, 471, 285, 1273, 825, 285, 471, 9485, 1392, 3425, 6261, 471, 285, 1777, 1013, 731, 546, 920, 1927, 839, 2288, 2946, 471, 285, 210, 1890, 1980, 571, 471, 2960, 2051, 825, 285, 349, 1799, 415, 3100, 4523, 314, 930, 471, 285, 1846, 1392, 9641, 1249, 1798, 936, 471, 285, 210, 995, 471, 901, 1567, 766, 3838, 753, 3123, 562, 285, 1824, 142, 349, 1798, 8232, 1853, 3307, 471, 285, 542, 1589, 1247, 488, 2430, 1179, 471, 3478, 868, 827, 883, 876, 2312, 952, 1562, 381, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
distinct vortex filament array coupled oscillator nonlinear resonant mode numeral simulation indicated vortex complex body part exist long time form quantized filament array coupled weakly dissipative nonlinear oscillator finite iii dimensional domain redolent external force applied boundary domain chain mountain parameter organization extraneous sign favourable formation modulationally stable quasi uniform energy background decisive constituent occurrence phenomenon qualitatively reveal
12
714,333
[ 2, 2770, 3240, 4982, 2455, 1828, 3636, 1144, 3809, 1082, 722, 61, 679, 8631, 3240, 586, 1577, 1229, 991, 891, 290, 337, 4848, 4982, 2455, 1828, 3313, 4887, 1144, 3636, 834, 3509, 673, 749, 547, 572, 39, 36, 2513, 2058, 1261, 1107, 749, 1882, 14471, 481, 4770, 2818, 243, 211, 416, 14919, 1564, 3435, 200, 1834, 2119, 1888, 470, 1919, 14277, 6725, 4970, 1981, 5631, 1605, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
potential chiral disturbance theory potential molecular land potential studied within framework grueling meson chiral effective playing field hypothesis receive effective potential organisation one loop level addition one pi meson exchange donation contact two pion exchange interaction also investigated detail furthermore searched possible molecular state solving schrodinger equation potential bill contact two pion commutation potential non paltry numerically crucial existence bound state result bound do founded channel within broad kitchen range cutoff parameter exists destined state channel cutoff near plan attack
17
325,036
[ 2, 801, 2687, 5302, 476, 801, 2013, 2382, 801, 1590, 992, 609, 11625, 9518, 4073, 2687, 1013, 8209, 381, 2765, 7266, 1013, 801, 12925, 401, 1984, 712, 827, 401, 3479, 4073, 2754, 7400, 75, 2598, 312, 4722, 2754, 719, 364, 2497, 1639, 1518, 10568, 1117, 2013, 314, 2178, 3629, 552, 801, 5699, 2598, 312, 4722, 13623, 801, 278, 6939, 4750, 50, 3138, 2620, 1666, 451, 314, 249, 451, 6540, 15042, 1062, 992, 2159, 8607, 8596, 39, 889, 7072, 481, 3030, 7692, 64, 314, 1062, 7072, 1027, 1358, 1299, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
muon lepton portal dismal thing lepton portal dark matter modelling dark matter state coupling charged lepton explain excess muon anomalous magnetic moment valuate muon experiment paper demonstrate real electric charge impersonal scalar dark matter large identification number internal degree freedom mass roughly degenerate charge fermionic mediator state accommodate excess model remains consistent dark skinned matter relic copiousness direct detection indirect sensing constraint dark issue charged fermion partner mass constrained around gev high luminance lhc future lepton collider well indirect hunt cta gamma test scenario
7
1,777,693
[ 2, 4795, 4607, 10329, 19081, 61, 4781, 4607, 10329, 1397, 1074, 3082, 1397, 1074, 314, 1183, 3297, 4607, 1668, 4546, 4795, 3414, 826, 1147, 2727, 103, 4795, 427, 362, 717, 495, 2253, 1682, 4635, 1128, 61, 1631, 1397, 1074, 506, 2450, 486, 3060, 1402, 3371, 669, 6266, 3920, 1682, 5046, 9453, 314, 7977, 4546, 142, 2685, 1460, 1397, 6182, 7873, 1074, 7794, 4397, 3246, 691, 1108, 791, 5390, 2835, 986, 1397, 1737, 3297, 2306, 7161, 669, 2421, 1926, 3598, 298, 2894, 189, 3599, 1387, 4607, 4296, 529, 5390, 19312, 14683, 3267, 821, 1296, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
extension causal rotting mutual complex dynamic process causal chemical decomposition reaction depicts cause impression relationship based concept prediction based phase dependence time series formalise stochastic deterministic system anticipated application program complex dynamical outgrowth present extension causal decay mutual complex dynamic process case effect fourth dimension serial publication inherited chemical decomposition reaction intrinsic component similar time scale furthermore illustrate comparative study predominate method acting used neuroscience show applicability method particular physiological clip series mind muscle interaction implying likely causality analysis complex physiological process
12
718,675
[ 2, 1900, 2812, 1524, 133, 3959, 586, 565, 455, 2812, 2531, 2246, 2608, 13325, 32, 3001, 15593, 2175, 250, 1546, 839, 250, 584, 1991, 290, 1461, 2004, 491, 1119, 3022, 214, 11161, 542, 1349, 586, 1602, 19991, 2355, 225, 415, 1900, 2812, 1552, 3959, 586, 565, 455, 516, 610, 6445, 443, 9765, 6111, 13051, 2531, 2246, 2608, 2996, 1071, 960, 290, 680, 1518, 2495, 5776, 352, 7507, 10762, 210, 5136, 522, 8766, 223, 4340, 210, 756, 8907, 7905, 1461, 7486, 9679, 719, 7846, 3258, 6951, 494, 586, 8907, 455, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
whats core massive neutron star hadron quark cheese continuity formulated terminal figure topology change density high twice nuclear topic densiy core monolithic compact star described term quasiparticle fractional heavy particle charge behaving neither like pure baryon deconfined quark hidden symmetry local gauge faker conformal break scale emerge collapse hike long standing quenched atomic gamow storyteller conversion pseudo conformal reasoned velocity belonging confronted recent observance superallowed gamow teller transition astrophysical observation
14
953,477
[ 2, 16847, 1915, 2030, 2185, 706, 3167, 2269, 6672, 3953, 5611, 4117, 6120, 7547, 2376, 1173, 784, 298, 8671, 2461, 2916, 6352, 31, 50, 1915, 11223, 1690, 706, 2422, 612, 5963, 2824, 2476, 836, 1682, 19046, 6189, 1079, 3456, 3941, 13109, 2269, 3084, 1078, 619, 2036, 5801, 34, 3076, 2061, 680, 5703, 3863, 5897, 526, 891, 5763, 8008, 2671, 1279, 102, 18835, 6588, 3917, 3270, 3076, 2032, 64, 1621, 7876, 16049, 644, 474, 189, 477, 18341, 64, 1279, 102, 13641, 908, 4318, 972, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
software microscopy workshop white paper microscope morphed purely optical instrument motorized automatonlike machine physique image digital sensor rather eyeball continuing trend towards automation digitization enables many new approach microscopy would impossible impractical without computer port consequently today development new microscope often depends concurrent software exploitation bring custom build system life dependence software brings opportunity challenge importantly key challenge recrudesce new microscope acquire appropriate software despite fact software easily create distributed remarkably opportunity useable share experience creating microscope control software turn brings challenge creating maintainable flexible software code writing user interface uis easily used researcher principally life scientist start reference challenge identifying common problem shared solution assembled small chemical group researcher develop use software control custom build microscope janelia research campus two day workshop february outcome shop definition readable milestone well recognition involved community much larger unmatched assembled shop residential area encounter similar hurdle share great desire overcome stronger community wide collaborationism open source software white paper summarizes major upshot identified proposes approach address community outline following step taken develop framework facilitating apportion microscope software system development significantly speeding development new microscopy system
5
1,056,066
[ 2, 2255, 4158, 8778, 3554, 362, 8156, 3005, 64, 4641, 1195, 3309, 6165, 422, 4977, 3310, 825, 7580, 544, 488, 3075, 1972, 2728, 5753, 7701, 14127, 3520, 1766, 6942, 18584, 2296, 731, 385, 338, 4158, 2274, 6769, 10118, 973, 2003, 3604, 4466, 5455, 1642, 385, 8156, 1429, 2696, 6399, 2255, 7563, 4161, 3593, 2655, 214, 2434, 1991, 2255, 6799, 3711, 1136, 5106, 1231, 1136, 251, 5587, 7538, 95, 385, 8156, 7236, 2955, 2255, 2601, 769, 2255, 3112, 3459, 1600, 5344, 3711, 508, 195, 3968, 3401, 5006, 8156, 561, 2255, 2405, 6799, 1136, 5006, 2930, 195, 3322, 2255, 967, 7868, 881, 2184, 14590, 32, 3112, 522, 3425, 19389, 2434, 6789, 3889, 2796, 1136, 3433, 1277, 304, 3489, 533, 9813, 762, 2531, 657, 3425, 578, 508, 2255, 561, 3593, 2655, 8156, 7645, 2348, 42, 952, 16667, 312, 3040, 8778, 13752, 2890, 11417, 3017, 14988, 14395, 529, 1745, 4242, 2257, 1804, 2076, 7579, 19538, 9813, 11417, 12448, 1589, 4874, 960, 14852, 3968, 1931, 13245, 3581, 4631, 2257, 1762, 4552, 645, 1090, 829, 2255, 3554, 362, 11764, 1824, 8514, 8266, 36, 2807, 3259, 338, 1260, 2257, 6030, 2401, 1228, 3356, 578, 609, 9413, 744, 3272, 8156, 2255, 214, 1642, 1411, 14286, 1642, 385, 4158, 214, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
neutrino mass leptogenesis dark matter despite lack evidence new physic collider neutrino mass dark matter matter antimatter asymmetry universe require reference standard model discussing new concept tool description seesaw neutrino good example motion flavor lepton space introduction bridging matrix nicely complement orthogonal matrix saucer recent development joining neutrino data point scenario leptogenesis within well motivated extension standard model lastly briefly review simple coordinated picture neutrino mass leptogenesis dark matter base extension seesaw lagrangian non renormalizable effective operator coupling right handed neutrino higgs introduced operator enhances right handed neutrino mixing pair heavy right hand handed neutrino decoupled one play part dark topic interference ii coupled rh neutrino generate usual violation one also achieve successful leptogenesis although dark matter right hand neutrino escape direct collider search radioactive decay produce detectable contribution high pitched vim neutrino flux discovered icecube model prognostic tested neutrino telescope
7
1,703,554
[ 2, 2018, 669, 13436, 1397, 1074, 2601, 2532, 2188, 385, 1422, 4296, 2018, 669, 1397, 1074, 1074, 17441, 4224, 2690, 2115, 2796, 974, 142, 8827, 385, 1546, 1242, 2045, 11044, 2018, 1860, 848, 1367, 4154, 4607, 410, 4585, 9342, 766, 17625, 2746, 3099, 766, 4534, 589, 34, 644, 1642, 14273, 2018, 233, 563, 1296, 13436, 992, 529, 2808, 1900, 974, 142, 6952, 5981, 1977, 1004, 8347, 4199, 2018, 669, 13436, 1397, 1074, 2533, 1900, 11044, 3515, 278, 14562, 1013, 941, 1183, 3179, 8323, 2018, 3130, 1847, 941, 6933, 3179, 8323, 2018, 3153, 1140, 2476, 3179, 1333, 8323, 2018, 8287, 401, 1973, 1229, 1397, 2916, 3092, 1465, 1828, 4624, 2018, 1941, 4444, 4072, 401, 364, 1455, 2337, 13436, 2302, 1397, 1074, 3179, 1333, 2018, 6126, 1108, 4296, 1106, 11966, 1552, 1990, 7517, 1688, 298, 7700, 64, 686, 53, 2018, 2136, 4352, 8676, 142, 12720, 3209, 2018, 3067, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
young action nonrelativistic particle curved background hold new form action law nonrelativistic particle pair newtonian gravity result dissimilar survive literature point riddled trouble incompatibility present derivation based formalism galilean gauge theory introduced alternate method analysing nonrelativistic symmetry gravitational background
11
233,836
[ 2, 4332, 1274, 11297, 836, 5596, 1919, 2660, 385, 337, 1274, 1746, 11297, 836, 1140, 5978, 1870, 249, 9222, 10832, 1810, 563, 6963, 4377, 40, 19753, 80, 14001, 415, 4125, 250, 3091, 14324, 2036, 476, 1847, 9262, 210, 8418, 11297, 1078, 1751, 1919, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
representation transfer differentially private drug sensitivity prediction motivation human genomic datasets often contain sensitive information limit exercise sharing data particular simple anonymisation strategy fail provide sufficient level protection genomic data data inherently identifiable differentially private machine learn help guaranteeing published result leakage much information individual data point recent inquiry reached promising result differentially private drug predisposition foretelling using gene expression data differentially private learning genomic data challenge difficult guarantee privacy mellow dimension dimensionality reduction help attribute simplification mapping learned data need differentially private carry significant privacy cost furthermore selection hyperparameters aim dimensionality want also avoid leaking private information solvent study approach state big public dataset similar type learn compact representation differentially private learnedness compare three mental representation learning method variational autoencoders pca random projection solve two machine learning task gene expression cancer cell line cancer type classification drug sensitiveness prediction experiment demonstrate significant welfare representation learning method variational autoencoders providing accurate prediction often leave significantly improve premature state artistry accuracy differentially secret drug sensitivity prediction
5
1,017,949
[ 2, 748, 1293, 7116, 3670, 4752, 2307, 839, 5798, 1047, 11812, 1037, 1429, 1371, 2607, 545, 625, 9219, 3851, 233, 756, 1004, 7277, 2105, 1168, 2213, 693, 1883, 712, 5438, 11812, 233, 233, 6779, 11478, 7116, 3670, 825, 234, 1967, 10055, 4549, 249, 6188, 1804, 545, 1570, 233, 563, 644, 16656, 6366, 2312, 249, 7116, 3670, 4752, 5424, 6291, 1210, 5635, 1379, 7270, 70, 291, 5005, 2165, 233, 7116, 3670, 285, 11812, 233, 1136, 1930, 2190, 2075, 13097, 102, 443, 4130, 1843, 1967, 3233, 9038, 2256, 2316, 233, 1142, 7116, 3670, 3771, 779, 2075, 1103, 1518, 1869, 6829, 1484, 4130, 6850, 364, 2468, 18875, 3670, 545, 9304, 352, 338, 314, 3315, 2133, 608, 960, 654, 234, 1690, 748, 7116, 3670, 2316, 691, 1845, 776, 7896, 748, 285, 210, 2332, 6316, 6380, 753, 2801, 1925, 312, 825, 285, 546, 5005, 2165, 4144, 1395, 1175, 4144, 654, 920, 4752, 2607, 691, 839, 427, 717, 779, 8789, 748, 285, 210, 2332, 6316, 2494, 1677, 839, 1429, 8002, 1411, 1354, 7866, 292, 314, 12809, 403, 865, 7116, 6211, 4752, 2307, 839, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
comprehensive analysis deciding bank profitableness bangladesh study investigates family relationship bank profitability comprehensive list bank specific industriousness specific macroeconomic variable practice unique panel data bangladeshi bank large market share employing pooled ordinary least straightforward pol method regression estimation random effect exemplar used check robustness three variable namely return asset roa return fairness roe net stake margin nim used profitability proxy non interest income capital ratio gdp growth found important relationship roa addition non interest income market share bank size genuine exchange rate significant explicate variable profitability measure nim significant determinant profitability measured roe market share primary contribution study existing noesis stem extensive empirical analysis covering entire gamut main variable bank specific industry related macroeconomic explain gainfulness bank bangladesh also cover extensive recent data jell banking sector stakeholder may recover great value output paper governor policymakers may find useful undertaking analysis setting policy rate banking industry stability impact assessment vital policy bar personation etc investor bank management use finding paper analyzing real driver profitability bank muse invest finagle daily ground
18
1,718,622
[ 2, 3100, 494, 9570, 6907, 17973, 691, 8010, 17619, 6343, 352, 5868, 1644, 2175, 6907, 18035, 3100, 3488, 6907, 1255, 4513, 118, 211, 691, 1255, 14755, 1089, 2686, 2326, 9062, 233, 8010, 17619, 6343, 31, 6907, 506, 2766, 3968, 4039, 15899, 4269, 2100, 5419, 440, 210, 1832, 1083, 753, 610, 12617, 522, 3944, 2066, 776, 1089, 2511, 3970, 5578, 1637, 42, 3970, 3781, 19268, 244, 12549, 4494, 17270, 522, 18035, 6301, 278, 1640, 8757, 8281, 1467, 14572, 2084, 1088, 994, 2175, 1637, 42, 827, 278, 1640, 8757, 2766, 3968, 6907, 918, 8750, 2754, 687, 779, 419, 5286, 1089, 18035, 949, 17270, 779, 5031, 18035, 2205, 19268, 2766, 3968, 3463, 1688, 352, 936, 407, 1456, 5543, 2095, 2124, 494, 4367, 3487, 1279, 134, 925, 1089, 6907, 1255, 4370, 1264, 14755, 1668, 2146, 789, 691, 6907, 8010, 17619, 6343, 364, 2192, 2095, 644, 233, 15770, 7270, 15543, 3364, 9830, 853, 1868, 1931, 730, 1633, 362, 3847, 65, 18208, 853, 696, 2094, 10921, 9018, 494, 1163, 1289, 687, 15543, 4370, 1557, 1485, 3468, 6461, 1289, 2590, 15926, 63, 3818, 10162, 6907, 3352, 508, 1545, 362, 3519, 495, 4712, 18035, 6907, 11131, 5482, 279, 15892, 5410, 1636, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
regularity flux nonlinear hyperbolic balance law paper address issue formulation weak solution system nonlinear hyperbolic conservation law integral balance law basic idea meaningful object flux evaluated across domain boundary time interval fundamental result treatment regularity flux trace multi dimensional setting implies weak solution indeed satisfies balance law fact shown flux lipschitz continuous respect suitable perturbation boundary
1
515,604
[ 2, 3665, 2136, 1144, 3108, 3859, 1746, 362, 1260, 1737, 2139, 1207, 533, 214, 1144, 3108, 4356, 1746, 1964, 3859, 1746, 2919, 2399, 4713, 934, 2136, 2702, 1496, 749, 1107, 290, 2743, 1708, 249, 2506, 3665, 2136, 3158, 329, 673, 1163, 3503, 1207, 533, 4109, 4259, 3859, 1746, 769, 1186, 2136, 4597, 1335, 1785, 2345, 1723, 1107, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
security ip based video surveillance system ip based surveillance system protect industrial facility railway gas station even one home therefore unauthorized access system serious security implication survey analyze system threat agent attack goal practical attack possible attack outcome provide example attack vector
0
46,124
[ 2, 2445, 5956, 250, 1652, 7543, 214, 5956, 250, 7543, 214, 7357, 4558, 5195, 15006, 1632, 2153, 1040, 401, 4885, 1840, 19185, 2083, 214, 6637, 2445, 3041, 1799, 1849, 214, 4907, 1145, 1299, 1985, 2065, 1299, 1117, 1299, 2890, 693, 848, 1299, 1134, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
effective field possibility magnon dynamic chiral magnet schwinger mechanism develop effective bailiwick theoretical description spin organisation presence symmetry break essence magnetic field single ion anisotropy dzyaloshinskii moriya fundamental interaction starting lattice description tailspin organisation show symmetry breaking term check effect incorporated effective field theory compounding background spurious gauge field scalar field symmetric tensor theatrical eventually fixed physical value use effective field hypothesis investigate mode spectrum inhomogeneous ground state centre one dimensionally inhomogeneous united state department state helical spiral state although helical spiral ground state share common feature supporting gapless nambu goldstone mode associated translational isotropy fracture qualitatively different distribution relation isotropic helical stage anisotropic spiral phase also discus magnon production induced inhomogeneous magnetic field find formula akin schwinger formula formula magnon product give finite rate antiferromagnets vanishing charge per unit ferromagnets whereas ferrimagnets interpolates two case
9
1,705,626
[ 2, 1013, 381, 2851, 6830, 565, 2687, 2370, 8305, 1112, 578, 1013, 5575, 3348, 54, 1722, 1238, 2045, 740, 12925, 1591, 1078, 2061, 10590, 826, 381, 782, 1710, 3703, 11654, 11395, 1708, 719, 3776, 1276, 2045, 2735, 15395, 12925, 223, 1078, 3116, 612, 3944, 610, 6363, 1013, 381, 476, 4132, 70, 1919, 7490, 2036, 381, 1631, 381, 1879, 1540, 311, 10599, 61, 5888, 1650, 1347, 730, 508, 1013, 381, 2765, 1190, 1082, 978, 5044, 1636, 314, 6137, 401, 18553, 5044, 8367, 314, 13276, 314, 7756, 5411, 314, 2302, 7756, 5411, 1636, 314, 3968, 1277, 571, 5299, 8060, 10185, 9288, 1082, 1187, 8675, 12936, 6820, 5631, 467, 555, 893, 4518, 7756, 2031, 3644, 5411, 584, 364, 883, 6830, 2155, 1627, 5044, 826, 381, 696, 1729, 10948, 8305, 1729, 1729, 6830, 1568, 1041, 834, 687, 12287, 4127, 1682, 184, 1436, 13395, 3589, 12077, 17874, 13809, 312, 516, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
critical phenomenon causal dynamical triangulation four dimensional cdt causal dynamical triangulation lattice theory geometry one might use attempt define quantum gravity non perturbatively following standard procedure lattice field theory theory geometry phase transition usual lattice field theory used define continuum limit lattice theory cdt case transition different type geometry picture interwoven topology space kept fixed lattice theory reason classical geometry around quantum fluctuation take place depend crucially imposed topology thus possible topology space influence phase transition corresponding critical phenomenon used extract continuum physic article perform systematic comparison cdt phase transition space spherical topology transition space toroidal topology classical geometry around system fluctuate different two case find order phase transition affected
11
200,745
[ 2, 1166, 1981, 2812, 1602, 7999, 1249, 673, 3343, 36, 2812, 1602, 7999, 1276, 476, 1583, 401, 3107, 508, 3628, 2560, 406, 1870, 278, 11743, 2401, 974, 1898, 1276, 381, 476, 476, 1583, 584, 908, 4444, 1276, 381, 476, 522, 2560, 3269, 625, 1276, 476, 3343, 36, 516, 908, 467, 654, 1583, 4199, 206, 19585, 2289, 2376, 410, 10224, 1650, 1276, 476, 2032, 1070, 1583, 1926, 406, 2160, 1884, 3249, 626, 8403, 5853, 2376, 1214, 1117, 2376, 410, 2368, 584, 908, 1309, 1166, 1981, 522, 1890, 3269, 1422, 2063, 347, 2202, 1848, 3343, 36, 584, 908, 410, 3569, 2376, 908, 410, 8661, 2376, 1070, 1583, 1926, 214, 7808, 103, 467, 312, 516, 696, 452, 584, 908, 4392, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
model based multi parameter map quantitative mr imaging increasingly prefer rich information content standardised metre however computing quantitative parameter map encoding longitudinal relaxation charge per unit apparent transverse liberalization charge per unit magnetization transfer saturation mtsat involves turn back extremely non linear function many method deriving parameter map assume perfect measurement consider noise propagated estimation process resulting needlessly noisy map rather propose probabilistic reproductive forward model entire dataset formulated inverted jointly recover log parameter map well define probabilistic interpretation eg maximum likeliness maximum posteriori nd social club optimisation propose mannequin fitting achieves rapid stable convergence thanks novel approximate hessian demonstrate utility flexible framework context recovering precise map data point learn use popular multi parameter mapping protocol also show incorporate joint total mutation prior decrease noise map noting probabilistic formulation permit uncertainty retrieve parameter map estimated implementation u pytorch backend benefit gpu acceleration available
3
103,811
[ 2, 142, 250, 329, 481, 813, 2847, 4018, 1909, 3829, 4427, 2659, 545, 2313, 974, 879, 18773, 627, 1617, 2847, 481, 813, 3577, 4627, 2954, 1682, 184, 1436, 6179, 3415, 18533, 9695, 1667, 1682, 184, 1436, 4382, 1293, 5843, 5051, 13543, 3806, 2405, 1057, 3611, 278, 617, 327, 731, 210, 6268, 481, 813, 3780, 3261, 852, 520, 1068, 12460, 1083, 455, 1748, 13328, 258, 97, 2817, 813, 2728, 537, 2568, 3218, 154, 2699, 142, 3487, 608, 4117, 8662, 3697, 1868, 1211, 481, 813, 529, 2560, 2568, 2800, 1454, 1749, 1079, 12449, 32, 1749, 8568, 5948, 1794, 19987, 5909, 537, 17875, 1709, 60, 3794, 2144, 2522, 1834, 1298, 5433, 758, 2148, 6806, 717, 3312, 3322, 609, 1115, 6695, 3235, 813, 233, 563, 234, 508, 2259, 329, 481, 2256, 2237, 364, 223, 4268, 1776, 1876, 6716, 1388, 2957, 1068, 813, 16076, 2568, 2139, 5598, 1451, 8555, 481, 813, 2923, 1797, 25, 11275, 15066, 2539, 4858, 3339, 1192, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
use scaling property detect relevant change financial time series new visual warning tool dynamical evolution multiscaling financial time series investigate using time qualified generalized hurst exponent ghe various value argument using introduce new visual methodology algorithmically detect critical modification scaling underlying complex metre series methodology involves degree multiscaling particular time instance multiscaling trend reckon change point analysis method rigorous evaluation statistical significance result using algorithm identified particular pattern temporal co evolution different time series ghe pattern distinguish statistically robust way time geological period uniscaling multiscaling also among different type multiscaling symmetric multiscaling asymmetric multiscaling apply visual methodology time series comprising day day close term four stock market index two major one sp nikkei two peripheral one athens gunstock exchange worldwide index bombay sensex solvent show multiscaling varies greatly time time geological period secure multiscaling behavior time period uniscaling behavior interchanged transition uniscaling multiscaling behavior occur critical market event stock market bubble moreover particular asymmetric multiscaling approach pattern look critical stock market earned run average provide utile information market condition particular used fingerprint turbulent market period well provide warning signal upcoming stock market bubble applied visual methodology also appears distinguish exogenous endogenic stock market crisis based observed pattern actual event
15
1,121,696
[ 2, 508, 2147, 559, 2106, 1980, 1173, 4348, 290, 1461, 385, 1386, 10354, 1242, 1602, 1085, 14353, 4134, 70, 4348, 290, 1461, 1190, 291, 290, 18159, 1582, 15468, 3360, 6093, 38, 1002, 730, 3306, 291, 1077, 385, 1386, 2530, 14556, 2106, 1166, 3397, 2147, 1924, 586, 18773, 1461, 2530, 3806, 1402, 14353, 4134, 70, 756, 290, 2086, 14353, 4134, 70, 3520, 251, 13091, 39, 1173, 563, 494, 210, 3699, 1448, 1558, 4866, 249, 291, 349, 2807, 756, 1412, 1675, 235, 1085, 467, 290, 1461, 6093, 38, 1412, 3152, 5273, 872, 1024, 290, 13730, 1278, 661, 12861, 14353, 4134, 70, 364, 1509, 467, 654, 14353, 4134, 70, 1879, 14353, 4134, 70, 4086, 14353, 4134, 70, 1780, 1386, 2530, 290, 1461, 7395, 3040, 3040, 2247, 612, 1249, 5292, 2766, 1901, 312, 1824, 401, 129, 12894, 526, 31, 312, 10797, 401, 11973, 331, 13413, 13604, 33, 41, 2754, 8169, 1901, 14414, 203, 2912, 48, 9304, 223, 14353, 4134, 70, 6490, 4656, 290, 290, 13730, 1278, 4066, 14353, 4134, 70, 1017, 290, 1278, 661, 12861, 1017, 14252, 40, 908, 661, 12861, 14353, 4134, 70, 1017, 1899, 1166, 2766, 1170, 5292, 2766, 5001, 1415, 756, 4086, 14353, 4134, 70, 338, 1412, 4146, 1166, 5292, 2766, 1381, 7873, 1769, 1611, 693, 1311, 38, 545, 2766, 587, 756, 522, 7460, 4317, 2766, 1278, 529, 693, 10354, 901, 7402, 5292, 2766, 5001, 1261, 1386, 2530, 364, 4181, 3152, 10818, 904, 6631, 5292, 2766, 8197, 250, 1059, 1412, 4639, 1170, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
temporal attentive alignment large scale video domain adaptation although various image based domain adaptation da technique proposed recent year domain shift video still well explored previous work evaluate performance small scale datasets saturated therefore first propose two large scale video da datasets much larger domain discrepancy ucf hmdbfull kinetics gameplay second investigate different da integration method video show simultaneously aligning learning temporal dynamic achieves effective alignment even without sophisticated da method finally propose temporal attentive adversarial adaptation network tan explicitly attends temporal dynamic using domain discrepancy effective domain alignment achieving state art performance four video da datasets eg accuracy gain source hmdb ucf gain kinetics gameplay code data released
3
151,373
[ 2, 1675, 9823, 3316, 506, 680, 1652, 749, 3104, 2302, 1002, 488, 250, 749, 3104, 3735, 703, 459, 644, 1821, 749, 2339, 1652, 1923, 529, 3891, 912, 431, 1802, 473, 762, 680, 1037, 8869, 1840, 499, 537, 312, 506, 680, 1652, 3735, 1037, 1804, 2076, 749, 4487, 18057, 8157, 11455, 789, 43, 7433, 1756, 2557, 937, 1190, 467, 3735, 2984, 210, 1652, 223, 2581, 11157, 285, 1675, 565, 2144, 1013, 3316, 1040, 973, 6323, 3735, 210, 1157, 537, 1675, 9823, 1374, 3104, 256, 11080, 2706, 11471, 32, 1675, 565, 291, 749, 4487, 1013, 749, 3316, 3451, 314, 930, 473, 1249, 1652, 3735, 1037, 1454, 865, 2146, 829, 8157, 11455, 18057, 2146, 7433, 1756, 2557, 967, 233, 6230, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
anisotropy fluctuation correlation central clustered cau collision theoretical account multi phase transport model fluctuation correlativity azimuthal anisotropy cau collision gev explored property initial eccentricity final harmonic flow wavering resulted cau hit wood saxon configuration triangular clustering configuration investigated via descale variation skewness kurtosis comparison gain event agglomerative configuration woodwind instrument saxon configuration triangular flow fluctuation obtain particular predisposition distinguishing trilateral clustering structure furthermore correlation initial eccentricity final flow harmonic studied strong multiplicity dependence observed coefficient correlation function
14
989,515
[ 2, 3703, 2160, 1138, 1905, 8459, 15769, 1881, 1238, 1948, 329, 584, 1538, 142, 2160, 856, 5431, 8357, 3703, 15769, 1881, 3598, 3891, 559, 1352, 7276, 2811, 2865, 928, 713, 2716, 7708, 15769, 6889, 12822, 14790, 58, 1932, 5770, 2108, 1932, 2497, 864, 629, 2168, 1929, 12426, 15334, 1848, 2146, 1170, 13744, 342, 1932, 12822, 14241, 3309, 14790, 58, 1932, 5770, 928, 2160, 575, 756, 5424, 6291, 1210, 7564, 1495, 7086, 115, 61, 2108, 497, 1518, 1138, 1352, 7276, 2811, 928, 2865, 1590, 788, 4897, 1991, 1059, 1624, 1138, 327, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
matching matter pseudo metric learning approach matching estimation high dimension pre processing observational data via matching seek approximate unit maximally similar peer alternative treatment status essentially replicating randomized block design however one considers growing number continuous feature curse dimensionality applies making asymptotically valid inference impossible abadie imbens alternative ignoring plausibly relevant feature certainly better resulting trade substantially limit application matching method wide datasets instead li fu recasts problem matching metric learning framework map feature low dimensional space facilitates closer match still capturing important aspect unit level heterogeneity however method lack key theoretical guarantee produce inconsistent estimate case heterogeneous treatment effect motivated straightforward extension existing result matching literature present alternative technique learn latent matching feature either mlps siamese neural network trained carefully selected loss function benchmark resulting alternative method simulation well two experimental data set including canonical nsw worker training program data set find superior performance neural net based method
0
86,652
[ 2, 2288, 1074, 3270, 1093, 285, 338, 2288, 1083, 298, 443, 519, 1567, 3736, 233, 864, 2288, 5464, 2148, 1436, 7171, 960, 5942, 2262, 2506, 4857, 4939, 17247, 4361, 1505, 618, 627, 401, 4708, 3672, 486, 1335, 571, 9125, 4130, 4920, 2016, 3482, 1308, 1444, 6769, 598, 4285, 38, 153, 4792, 2758, 2262, 9896, 19631, 1980, 571, 15811, 1251, 1748, 2798, 4389, 625, 542, 2288, 210, 1762, 1037, 2464, 613, 3565, 12142, 32, 304, 2288, 1093, 285, 609, 813, 571, 485, 673, 410, 6622, 6624, 2780, 1923, 5147, 994, 2346, 1436, 712, 4989, 627, 210, 2532, 1231, 1238, 2190, 1990, 7785, 999, 516, 3020, 2506, 610, 2808, 5419, 1900, 936, 249, 2288, 1810, 415, 2262, 703, 234, 2254, 2288, 571, 1896, 17103, 10267, 549, 256, 1318, 5285, 3304, 1097, 327, 1520, 1748, 2262, 210, 679, 529, 312, 982, 233, 376, 995, 3173, 10024, 54, 5614, 660, 1349, 233, 376, 696, 2997, 473, 549, 244, 250, 210, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
bsm master key formula wet base nlo qcd important step towards complete adjacent leading order nlo qcd analysis ratio within standard model effectual field theory smeft present first time nlo passe partout convention bsm part ratio expressed term wilson coefficient conduce operator evaluated electroweak scale closing use plebeian weak effective hypothesis wet cornerstone called jms basis tree diagram level one loop matching smeft already known relevant hadronic matrix element bsm wheeler dealer electroweak graduated table taken duple qcd approach sm one lattice qcd include renormalization group evolution quark flavour brink event nlo qcd hadronic scale intercellular substance element calculated electroweak scale
19
468,111
[ 2, 13289, 5645, 1231, 1729, 8410, 2533, 9918, 3072, 994, 1228, 1766, 1878, 6130, 2085, 452, 9918, 3072, 494, 1467, 992, 974, 142, 610, 399, 381, 476, 15051, 415, 499, 290, 9918, 3103, 38, 1229, 754, 9608, 13289, 1229, 1467, 4363, 612, 6598, 1624, 2711, 38, 941, 2702, 6430, 680, 10428, 508, 10347, 4792, 599, 1207, 1013, 2765, 8410, 12725, 1357, 14, 3142, 2272, 1720, 2543, 712, 401, 1984, 2288, 15051, 3720, 886, 1980, 5741, 766, 1241, 13289, 12523, 2951, 59, 6430, 15332, 40, 4436, 3356, 5278, 204, 3072, 338, 487, 401, 1276, 3072, 2373, 4349, 657, 1085, 2269, 7521, 18777, 1170, 9918, 3072, 5741, 680, 19262, 9590, 13687, 1241, 3282, 6430, 680, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
b mode post inflationary gravitational wave sourced axionic instability cosmic reionization show axion like particle couple invisible dark photon generate visible mode signal around reionization epoch axion field start rolling shortly reionization resulting tachyonic instability dark photon generates exponential growth dark photon quantum sourcing scalar metric mode gravitational wave leave imprint reionized baryon tensor mode modify cosmic microwave background cmb polarization reionization generating visible mode signature next generation cmb experiment parameter range satisfy current experimental constraint
7
1,550,283
[ 2, 6, 1082, 1717, 6398, 1751, 713, 9272, 17413, 2713, 2689, 8296, 223, 3696, 1079, 836, 5552, 10519, 1397, 1658, 1941, 4670, 1082, 901, 1926, 8296, 5144, 3696, 381, 3889, 11137, 15330, 8296, 1748, 16234, 2713, 1397, 1658, 4013, 2488, 2084, 1397, 1658, 406, 17284, 1631, 1093, 1082, 1751, 713, 8002, 9310, 110, 287, 422, 3941, 1540, 1082, 6228, 2689, 4219, 1919, 4940, 2425, 8296, 2559, 4670, 1082, 2971, 2432, 1356, 4940, 427, 481, 889, 3664, 845, 982, 986, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
upright file name extension noether theorem scaling symmetry aim paper present new approaching construct constant motion link scaling symmetry dynamical system scaling map could symmetry equation motion associated lagrangian action constructed noether divine theorem vertical extended blank use obtain constant apparent motion symmetry noether theorem obtained finical case construction illustrate procedure work present two interesting example schwarzian mechanic based schwarzian derivative operator korteweg de vries kdv non linear partial differential equating context asymptotic dynamic general relativity ad also canvas reverse noether theorem scaling proportion show construct identify generator scaling transformation work vertical extend constant motion capable construct regain interesting contribution symmetry associated fact scaling symmetry noether symmetry legal action finally contrast consequence recent analysis previous attempt find constant motion associated beautiful grading law
8
614,811
[ 2, 862, 8520, 5462, 6044, 1900, 7584, 1396, 2147, 1078, 1484, 362, 415, 385, 8011, 1244, 1269, 1367, 1927, 2147, 1078, 1602, 214, 2147, 813, 1499, 1078, 552, 1367, 1187, 3515, 1274, 2776, 7584, 15154, 216, 1396, 4993, 1979, 14794, 508, 575, 1269, 6179, 1367, 1078, 7584, 1396, 970, 279, 147, 516, 1793, 2495, 1898, 431, 415, 312, 2547, 848, 5616, 599, 3378, 250, 5616, 599, 2790, 941, 13296, 139, 14041, 10582, 278, 617, 2170, 1493, 344, 413, 1115, 1342, 565, 421, 4260, 198, 364, 2774, 6665, 32, 6049, 7584, 1396, 2147, 3592, 223, 1244, 1678, 2896, 2147, 2081, 431, 4993, 971, 1269, 1367, 3194, 1244, 356, 177, 2547, 1688, 1078, 1187, 769, 2147, 1078, 7584, 1078, 8089, 1274, 1157, 2070, 2736, 644, 494, 912, 3628, 696, 1269, 1367, 1187, 18610, 9682, 1746, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
non stationary garch modelling fitting higher order moment fiscal serial within moving time window analysed garch model purpose fit higher order moment dissimilar company stock cost assume gaussian conditional distribution fail capture empiric data appointment first three yet moment financial time series record instead double gaussian conditional probability distribution better capture higher order mo data demonstrate head construct neighborhood stage diagram fourth sixth fiat standardised import space garch role model practice fit moment compare corresponding instant empirical data point different sector economy found power garch model doubled gaussian conditional distribution fit higher order present moment dictated time windowpane data span fit data collected within specific time window duration certain parameter conditional forked gaussian dispersion order incorporate non stationarity financial series assume parameter garch model time dependence
18
1,619,237
[ 2, 278, 2794, 15985, 3082, 3794, 1084, 452, 1147, 14956, 4134, 9765, 992, 3354, 290, 4029, 7003, 15985, 142, 2676, 1814, 1084, 452, 1147, 9222, 5971, 5292, 1103, 3780, 1476, 2820, 555, 2213, 2052, 1681, 72, 233, 744, 1155, 190, 499, 776, 2334, 1147, 4348, 290, 1461, 3355, 2464, 2377, 1476, 2820, 1158, 555, 1251, 2052, 1084, 452, 588, 233, 717, 4184, 1244, 4764, 2031, 2543, 6445, 13519, 294, 67, 974, 879, 816, 410, 15985, 1574, 142, 2686, 1814, 1147, 1845, 1309, 4350, 2124, 233, 563, 467, 3364, 7502, 1088, 716, 15985, 142, 14685, 1476, 2820, 555, 1814, 1084, 452, 415, 1147, 14168, 290, 4029, 3713, 243, 233, 4963, 1814, 233, 3362, 992, 1255, 290, 4029, 4509, 1452, 481, 2820, 14121, 64, 1476, 3174, 452, 4268, 278, 9702, 4348, 1461, 3780, 481, 15985, 142, 290, 1991, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
detecting diffuse supernova neutrino background future water based liquid scintillator detector theia big weighing machine neutrino observatory based water ground liquid scintillator wbls excellently suited measurement diffuse supernova neutrino background dsnb wbls technique offer high pitched signal efficiency effective suppression differently overwhelming background electroneutral current interaction atmospheric neutrino illustrate investigate dsnb sensibility two constellation future theia detector explicate anticipate signal background rejection efficiency along total analysis chain found statistical analysis remain signal background rate find rather temperate exposure ktyrs sufficient claim find swoon dsnb signal standard model premiss close comparison experimental technique wbls offer highest signal efficiency best signal significance background
17
309,422
[ 2, 3427, 5968, 3685, 2018, 1919, 1387, 2767, 250, 2493, 11096, 1787, 311, 2323, 3315, 14085, 70, 825, 2018, 5074, 250, 2767, 1636, 2493, 11096, 27, 3542, 32, 4254, 97, 5534, 852, 5968, 3685, 2018, 1919, 7194, 18296, 27, 3542, 32, 703, 2380, 298, 7700, 64, 901, 1370, 1013, 5323, 7980, 13282, 1919, 1149, 8110, 4750, 61, 845, 719, 4423, 2018, 2495, 1190, 7194, 18296, 1443, 1674, 312, 9852, 1387, 311, 2323, 1787, 419, 5286, 10814, 901, 1919, 9185, 1370, 1622, 1876, 494, 1882, 1088, 1558, 494, 1692, 901, 1919, 687, 696, 2728, 885, 103, 5063, 13438, 11430, 32, 1883, 4315, 696, 1610, 8070, 7194, 18296, 901, 974, 142, 7866, 3373, 2247, 1848, 982, 703, 27, 3542, 32, 2380, 4507, 901, 1370, 1539, 901, 4866, 1919, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
multistationarity chemical reaction network present new conjecture necessary condition biochemical network satisfy exhibit multistationarity according theorem feliu wiuf conjecture known strictly monotonic kinetics give several example illustrating conjecture
5
1,056,076
[ 2, 10955, 75, 4457, 2531, 2608, 256, 415, 385, 2049, 2446, 587, 12418, 256, 3664, 1835, 10955, 75, 4457, 2605, 1396, 16030, 31, 45, 7254, 45, 52, 2049, 886, 5036, 5102, 7433, 1041, 876, 848, 9947, 2049, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
gravitational redshift monitored radioastron near earth km report effort test einstein equivalence principle measuring gravitational redshift vlbi spacecraft radioastron eccentric orbit around earth geocentric distance small km km spacecraft ground station equipped stable hydrogen maser frequency standard measurement redshifted downlink carrier frequency obtained ghz course orbit gravitational redshift spacecraft ground station varies since clock offset maser difficult estimate independently gravitational redshift variation gravitational redshift considered analysis obtain preliminary estimate fractional deviation gravitational redshift prediction systematic uncertainty likely dominated unmodelled effect including error accounting non relativistic doppler shift result consistent zero within uncertainty first time gravitational redshift probed large distance vicinity earth three order magnitude accurate estimate may possible radioastron using existing data dedicated interleaved observation combining uplink downlink mode operation
11
248,554
[ 2, 1751, 2998, 9876, 2193, 16792, 1027, 3064, 4111, 1439, 2901, 821, 2982, 3314, 1779, 3835, 1751, 2998, 12371, 7439, 2193, 16792, 5823, 1430, 1926, 3064, 10468, 3553, 309, 1193, 762, 4111, 4111, 7439, 1636, 2153, 4859, 1834, 4015, 10123, 1029, 974, 852, 18630, 7137, 4198, 1029, 970, 4524, 5293, 1430, 1751, 2998, 7439, 1636, 2153, 6490, 1784, 5385, 6563, 10123, 1930, 999, 4414, 1751, 2998, 1929, 1751, 2998, 1657, 494, 575, 5260, 999, 2824, 3279, 1751, 2998, 839, 2202, 1451, 3258, 3995, 15022, 5167, 610, 995, 857, 5951, 278, 2662, 7035, 2339, 249, 1460, 1362, 992, 1451, 499, 290, 1751, 2998, 7475, 506, 1193, 6649, 3064, 776, 452, 2227, 1677, 999, 853, 1117, 2193, 16792, 291, 936, 233, 5609, 14298, 972, 2855, 7535, 7137, 1082, 1837, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
optical measurement pseudo spin texture exciton fine structure monolayer wse within light cone several theoretical prediction claimed neutral exciton tmdcs split transversal longitudinal exciton branch longitudinal one upper branch exhibiting extraordinary strong dispersion mev range within light cone historically linked semiconductor quantum well strong far field optical dipole coupling strong electronic long range exchange interaction describing two side coin recently experiment utilizing fourier space spectroscopy shown exciton exciton polariton dispersion indeed measured high quality hexagonal bn encapsulated wse monolayer sample confirm energy scale exciton fine structure pseudo spin valley polarization investigated function centre mass momentum excitation laser detuning quasi resonant excitation strong dispersion featuring pronounced momentum dependent helicity observed increasing excitation energy step wise towards electronic band gap dispersion helicity systematically decrease due contribution incoherent excitons emission plasma decline helicity centre mass momentum phenomenologically modelled maialle silva sham mechanism using exciton splitting source effective magnetic field
4
1,398,572
[ 2, 1195, 852, 3270, 740, 4676, 5564, 2489, 497, 4678, 11883, 992, 1003, 3946, 876, 1238, 839, 10353, 3856, 5564, 18925, 2480, 11203, 4627, 5564, 3461, 4627, 401, 2054, 3461, 6428, 12388, 788, 3174, 4016, 889, 992, 1003, 3946, 13561, 5621, 4248, 406, 529, 788, 2209, 381, 1195, 3822, 1183, 788, 2162, 891, 889, 2754, 719, 3706, 312, 2825, 8495, 1305, 427, 3975, 3287, 410, 2999, 1186, 5564, 5564, 8436, 3174, 4109, 2205, 298, 1320, 6804, 6922, 14451, 11883, 4678, 832, 2353, 470, 680, 5564, 2489, 497, 3270, 740, 5495, 2425, 2497, 327, 6137, 669, 1772, 2418, 2361, 12106, 2119, 3809, 2418, 788, 3174, 8538, 8516, 1772, 1521, 7123, 1059, 1660, 2418, 470, 1228, 3756, 1766, 2162, 1075, 1571, 3174, 7123, 4489, 2957, 824, 1688, 8398, 7387, 1645, 2574, 9666, 7123, 6137, 669, 1772, 14894, 6828, 157, 300, 80, 3113, 6665, 11826, 1112, 291, 5564, 3586, 829, 1013, 826, 381, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
electron solid neon new solid state single electron qubit platform promise quantum computing driven persistent quest new qubit platform long coherence fast operation large scalability electron ubiquitous elementary particle nonzero charge spin mass commonly perceived paradigmatic local quantum information carrier despite superior controllability configurability practical performance qubits via either motional spin state depends critically material environment report experimental realization new qubit platform based upon isolated single electron trapped ultraclean solid neon surface vacuum integrating electron trap circuit quantum electrodynamics architecture achieve strong coupling motional state single electron microwave photon chip superconducting resonator qubit gate operation dispersive readout used measure energy relaxation time phase coherence time n indicating electron solid neon qubit already performs near state art charge qubit
4
1,367,221
[ 2, 1149, 2903, 15340, 385, 2903, 314, 782, 1149, 2616, 2145, 5011, 406, 1617, 1457, 5461, 11866, 385, 2616, 2145, 891, 3684, 1180, 1837, 506, 4685, 1149, 5459, 4788, 836, 6041, 1682, 740, 669, 3147, 7909, 10676, 619, 406, 545, 4198, 2601, 2997, 7616, 1811, 14280, 2065, 473, 4266, 864, 1896, 15870, 740, 314, 2696, 7777, 1222, 1028, 1439, 982, 3661, 385, 2616, 2145, 250, 2761, 4527, 782, 1149, 5235, 6621, 80, 68, 2903, 15340, 854, 2969, 5337, 1149, 2952, 2453, 406, 6879, 1091, 1455, 788, 1183, 15870, 314, 782, 1149, 4219, 1658, 4836, 3070, 4981, 2616, 3217, 1837, 6862, 6745, 522, 949, 470, 2954, 290, 584, 3684, 290, 18, 4965, 1149, 2903, 15340, 2616, 3720, 3717, 1027, 314, 930, 1682, 2616, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
controllable crystal restructuring mxene electron irradiation recent decade witnessed breakthrough utilizing electron beam smallest tool tailor material whereas manipulation atom controllable manner electron beam long time challenge due random nature atom knock show electron irradiation controllably manipulate atom newly developed mxene multilayers multilayers consist many atom thick transition metal carbide slab terminated hydroxyl functional group slab upon electron irradiation atom hydroxyl knocked creating cation trap surrounded dangling confined nano sized slit simultaneously transition metal atom partially struck away carbide slab migrate cation trap periodically resulting crystal restructuring crystal restructuring versatile various mxenes dramatically improves electric conductivity lessens anisotropy holding significant implication engineering mxenes atomic scale
4
1,364,285
[ 2, 6297, 2375, 18693, 2569, 13439, 670, 1149, 7556, 644, 3663, 10233, 9127, 3975, 1149, 1786, 6097, 1242, 11884, 1222, 3589, 3902, 1369, 6297, 3061, 1149, 1786, 891, 290, 1136, 824, 753, 2014, 1369, 13050, 223, 1149, 7556, 4775, 1626, 7889, 1369, 4952, 1502, 13439, 670, 15448, 15448, 911, 731, 1369, 3407, 908, 2431, 13668, 9449, 16263, 2072, 5706, 43, 1653, 657, 9449, 2761, 1149, 7556, 1369, 2072, 5706, 43, 13050, 64, 5006, 9770, 2952, 10868, 14749, 8454, 70, 5065, 3897, 6009, 11109, 2581, 908, 2431, 1369, 3710, 220, 6150, 4766, 13668, 9449, 16650, 9770, 2952, 7201, 1748, 2375, 18693, 2569, 2375, 18693, 2569, 6774, 1002, 13439, 11287, 6346, 2587, 2253, 3815, 8134, 331, 3703, 11751, 779, 3041, 3024, 13439, 11287, 2671, 680, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
estimating reproducible functional network associated task dynamic using unsupervised lstms propose method estimating reproducible functional network strongly associated dynamic task activity using recurrent neural network long short term memory lstms lstm model trained unsupervised manner learn generate functional magnetic resonance imaging fmri time series data region interest learned functional network used analysis eg correlation analysis determine functional network strongly associated fmri task paradigm test approach compare method decomposing functional network fmri activity related separate datasets employ biological motion perception task demonstrate functional network learned lstm model strongly associated task activity dynamic compared approach furthermore pattern network association closely replicated across subject within dataset well across datasets reproducible functional network essential better characterizing neural correlate target task
0
5,944
[ 2, 3262, 9178, 1653, 256, 1187, 546, 565, 291, 2567, 12651, 537, 210, 3262, 9178, 1653, 256, 2120, 1187, 565, 546, 2194, 291, 3222, 549, 256, 891, 1491, 612, 1581, 12651, 4484, 142, 1318, 2567, 3061, 234, 1941, 1653, 826, 2292, 1909, 8837, 290, 1461, 233, 977, 1640, 2316, 1653, 256, 522, 494, 1454, 1138, 494, 1988, 1653, 256, 2120, 1187, 8837, 546, 3058, 821, 338, 1845, 210, 10527, 1653, 256, 8837, 2194, 1264, 3948, 1037, 1550, 3812, 1367, 4191, 546, 717, 1653, 256, 2316, 4484, 142, 2120, 1187, 546, 2194, 565, 985, 338, 1518, 1412, 256, 4173, 4578, 13773, 1496, 2315, 992, 608, 529, 1496, 1037, 9178, 1653, 256, 2691, 1251, 4917, 549, 6925, 1176, 546, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
disconnectivity aware energy efficient cargo uav flight planning minimal handoff board battery consumption cellular disconnectivity frequent handoff primal challenge unmanned aerial vehicle uav based delivery mission aka loading uav indeed introduction uav engineering cargo shipping logistics designing energy efficient way life becomes serious payoff next retail manufacture translation typically latter guarantee uninterrupted slightly interrupted cellular connectivity uavs command ascendance diminished number handoff theme formulate trajectory planning multi objective problem purport minimize uavs energy consumption handoff rate constrained uav battery size disconnectivity pace due problem complexity declare oneself dynamic programming based root simulation demonstrate efficiency approach providing optimized uav trajectory also impact several parameter cargo uav altitude disconnectivity rate type environs look obtain result allow draw play recommendation guideline cargo uav operation
3
102,186
[ 2, 3761, 11660, 12930, 2931, 470, 790, 17971, 3638, 5479, 2839, 2169, 1333, 2921, 6633, 5085, 3694, 4270, 3761, 11660, 12930, 7431, 1333, 2921, 7214, 1136, 7271, 5282, 2101, 3638, 250, 6029, 4216, 9979, 7244, 3638, 4109, 4585, 3638, 3024, 17971, 10784, 1063, 14145, 3918, 470, 790, 1024, 2434, 2968, 6637, 7908, 2432, 10800, 5714, 131, 2610, 2593, 2679, 2190, 12300, 59, 8475, 64, 4988, 14038, 861, 4270, 3839, 6135, 7715, 9646, 16164, 15843, 38, 11320, 64, 486, 1333, 2921, 9868, 3763, 2026, 2839, 329, 1715, 304, 1739, 379, 4107, 6135, 470, 3694, 1333, 2921, 687, 2421, 3638, 5085, 918, 3761, 11660, 12930, 13952, 824, 304, 1223, 12220, 38, 401, 15063, 52, 565, 2710, 250, 3257, 679, 717, 1370, 338, 2494, 3454, 3638, 2026, 364, 1485, 876, 481, 17971, 3638, 9411, 3761, 11660, 12930, 687, 654, 993, 1018, 32, 4146, 575, 249, 735, 3000, 1973, 3085, 6572, 17971, 3638, 1837, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
parton dispersion use grille present result renormalized matrix element concern unpolarized quasi dissemination role clayey particle make purpose large momentum effectual theory two ensemble misrepresented mass fermion clover term pion bang unwashed mev mev analyzed employ impulse smearing meliorate overlap advance state importantly reduce fashion statistical error ii threesome point mathematical function
19
400,192
[ 2, 5905, 3174, 508, 9259, 7270, 38, 415, 249, 9383, 766, 1241, 2625, 12742, 2119, 13343, 1574, 178, 203, 6109, 836, 1225, 2676, 506, 1772, 610, 399, 476, 312, 2186, 2015, 18037, 669, 2306, 12478, 126, 612, 4722, 8010, 10146, 1952, 64, 4016, 4016, 3273, 1550, 8959, 19865, 4793, 1513, 103, 3745, 2722, 314, 5106, 2068, 4375, 1558, 857, 1465, 776, 339, 9811, 563, 2657, 327, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
hadronic sonority yield fundamental interaction lead collision lhc push epic poem habituate epic poem model urqmd describe hadronic phase angle study product scant hot hadronic vibrancy modification hire spectrum pb collide tev gamy numerousness pb hit exhibit similar behaviour mid peripheral pb pib hit lhc vigour find indication short lived hadronic phase atomic telephone number hit alter vibrancy yield spectrum scatter cognitive process evolution resonance production enquire affair organization size related lifetime hadronic phase parliamentary procedure study onset incarnate event pb collision also study hadron production separately core corona part arrive explore division affect total particle yield organization sizing increase
16
870,589
[ 2, 5741, 10666, 11633, 351, 1718, 1708, 719, 840, 1881, 3599, 5456, 14561, 17591, 8842, 9000, 14561, 17591, 142, 3090, 18823, 1734, 5741, 584, 2228, 352, 1568, 4245, 36, 3365, 5741, 4012, 8168, 12585, 3397, 14759, 38, 978, 3727, 16905, 4210, 1279, 50, 4464, 691, 3727, 6889, 1835, 960, 2645, 3683, 10797, 3727, 3479, 51, 6889, 3599, 15486, 371, 696, 8840, 1491, 7156, 5741, 584, 2671, 8447, 8266, 243, 486, 6889, 5152, 4012, 8168, 12585, 1718, 978, 1440, 4925, 455, 1085, 2292, 2155, 145, 136, 2848, 1383, 3904, 4770, 918, 1264, 4413, 5741, 584, 165, 2117, 1391, 252, 1898, 352, 5588, 317, 19036, 103, 1170, 3727, 1881, 364, 352, 3167, 2155, 5634, 1915, 7023, 1229, 8800, 1989, 6180, 2898, 1876, 836, 1718, 4770, 17831, 1376, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
answer robinson michaud arxiv respond robinson michauds rm comment arxiv recent preprint arxiv discus recent excess humiliated threshold dark topic hunting offer potential unifying dark matter interpreting thank rm feedback highlight vital pauperism next measuring directly calibrate plasmon charge return low ev energy deposition rm objected assertion plasmons render energy scale ev may large ramify fraction phonons argue point raised rm invalidate primary conclusion pertain much different energy scale saucer paper
17
338,163
[ 2, 2874, 13846, 961, 7352, 188, 4767, 7039, 13846, 961, 7352, 188, 32, 6136, 4895, 4767, 644, 15697, 4767, 883, 644, 4546, 1025, 3348, 180, 2413, 1397, 2916, 17289, 2380, 801, 7816, 1397, 1074, 7818, 149, 1345, 6136, 2349, 3025, 6461, 259, 15856, 645, 2432, 3835, 1986, 10273, 7110, 1682, 3970, 485, 270, 470, 7011, 6136, 934, 64, 12658, 11165, 4407, 470, 680, 270, 853, 506, 3327, 2451, 1654, 6934, 3475, 563, 8388, 6136, 12152, 103, 3463, 3971, 10279, 1804, 467, 470, 680, 4534, 589, 34, 362, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
improving interpretability deep neural mesh medical diagnosis investigating case case unit interpretability point obstacle adoption deep neural mesh dnns increase interest solving transparency issue guarantee telling execution paper demonstrate efficiency recent attribution technique explain diagnostic decision visualizing significant element stimulant image utilizing characteristic objectness dnns learn fully decomposing mesh prediction visualizes clear localization target lesion verify work conduct experiment chest ray light diagnosis publicly accessible datasets intuitive assessment measured account report operation intersection join visual explanation bounding box lesion experiment result show late proposed attribution method acting visualize accurate localization symptomatic decision compared traditionally used cam furthermore analyze inconsistency intent human dnns easily obscured high carrying visualizing relevant factor possible confirm criterion decision line learning strategy analysis unmasking machine intelligence typify necessity explainability aesculapian diagnostic decision
3
188,122
[ 2, 2859, 4931, 562, 549, 3453, 2791, 3912, 5360, 516, 516, 1436, 4931, 563, 4475, 5960, 562, 549, 3453, 4257, 1376, 1640, 2178, 6882, 1737, 2190, 9148, 70, 4021, 362, 717, 1370, 644, 8729, 703, 1668, 4809, 1510, 10511, 779, 1241, 4832, 12506, 488, 3975, 1548, 934, 691, 4257, 234, 1771, 10527, 3453, 839, 8897, 32, 2905, 2534, 1176, 6063, 3590, 431, 2040, 427, 6632, 1245, 1003, 3912, 3871, 4837, 1037, 5672, 3468, 2205, 1948, 1439, 1837, 3702, 8301, 1386, 2961, 6154, 2768, 6063, 427, 249, 223, 4482, 459, 8729, 210, 5136, 8897, 1677, 2534, 8283, 593, 1510, 985, 6983, 522, 2304, 1518, 1849, 8316, 6853, 1047, 4257, 3112, 11693, 298, 7601, 10511, 1980, 955, 1117, 2353, 2437, 1510, 1175, 285, 1168, 494, 7579, 502, 70, 825, 3457, 523, 2451, 8265, 8203, 9609, 15338, 240, 599, 4809, 1510, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
anisotropic extreme magnetoresistance magnetic semimetal candidate erbium monobismuthide rare earth monopnictides display rich physical behavior featuring notably spin orbital order ground state grow erbi single crystal study magnetic thermal electrical property analysis magnetic entropy magnetization indicates weak magnetic anisotropy erbi possibly derives mixing effect namely anisotropic ground state er mingles isotropic excited state exchange interaction low temperature extremely large magnetoresistance parabolic magnetic field dependence observed ascribed nearly perfect electron hole compensation ultrahigh carrier mobility magnetic field rotated ab ac plane current flow axis angular magnetoresistance erbi show twofold fourfold symmetry similar case observed labi anisotropic fermi surface dominates low temperature transport theoretical calculation suggests near fermi level erbi share similarity labi electronic band structure finding indicate angular magnetoresistance erbi could mainly determined anisotropic fermi surface topology besides contribution several possibility including spin dependent scattering spin orbit scattering demagnetization correlation angular magnetoresistance erbi also discussed
4
1,437,487
[ 2, 3644, 3203, 9011, 826, 7810, 2333, 726, 16376, 10311, 2285, 2619, 3171, 557, 4354, 3064, 6032, 14064, 12743, 32, 3926, 2659, 1347, 1017, 8538, 5654, 740, 2693, 452, 1636, 314, 1315, 726, 2285, 782, 2375, 352, 826, 1609, 4188, 559, 494, 826, 1612, 4382, 4261, 1207, 826, 3703, 726, 2285, 3974, 11264, 3153, 610, 2511, 3644, 1636, 314, 726, 591, 10940, 32, 4518, 3934, 314, 2754, 719, 485, 906, 3611, 506, 9011, 4851, 826, 381, 1991, 1059, 16644, 3532, 3261, 1149, 1196, 8231, 13064, 4198, 3733, 826, 381, 12721, 598, 181, 1954, 845, 928, 3499, 2669, 9011, 726, 2285, 223, 11029, 19266, 1078, 960, 516, 1059, 981, 31, 3644, 3051, 854, 8442, 485, 906, 1538, 1238, 1672, 3320, 1027, 3051, 712, 726, 2285, 3968, 2447, 981, 31, 2162, 1075, 497, 1545, 2941, 2669, 9011, 726, 2285, 1499, 3601, 2526, 3644, 3051, 854, 2376, 3923, 1688, 876, 2851, 995, 740, 1521, 1661, 740, 1430, 1661, 17907, 2729, 1138, 2669, 9011, 726, 2285, 364, 2443, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
tighten optimal cut control unknown system multi dance step linear programming access subject field problem optimal land feedback tracking dominance unknown discrete prison term deterministic system input constraint handle input restraint state art method utilize certain nonquadratic stagecoach cost function sometimes limiting real system furthermore easily know policy looping pi value looping sise ii widely used algorithm data point driven control offer completing strength weakness oeuvre two step transformation employed convert constrained input optimum tracking problem unconstrained augmented optimal regulation problem allows thoughtfulness general stage cost function novel multi step vi algorithmic rule found study linear programming deduct proposed algorithm improves convergence speed vi avoids requirement initial stabilizing control policy pi computes constrained optimal feedback controller without knowledge system model stage cost function simulation study demonstrate reliability performance proposed approach
3
183,456
[ 2, 3342, 62, 819, 3096, 561, 2411, 214, 329, 14158, 1228, 617, 2710, 2083, 2315, 381, 304, 819, 2382, 2349, 2680, 8903, 2411, 1596, 16663, 612, 3022, 214, 983, 986, 3579, 983, 1620, 263, 36, 314, 930, 210, 3951, 1452, 278, 14644, 2031, 4384, 221, 1103, 327, 6171, 3962, 495, 214, 1518, 3112, 567, 1289, 1984, 70, 3479, 730, 1984, 70, 11521, 38, 1465, 2342, 522, 349, 233, 563, 1457, 561, 2380, 13069, 2126, 8821, 18863, 9494, 114, 312, 1228, 2081, 3231, 6534, 2421, 983, 5629, 2680, 304, 7358, 4420, 819, 6382, 304, 1191, 5987, 789, 691, 421, 2031, 1103, 327, 758, 329, 1228, 686, 3930, 2046, 1088, 352, 617, 2710, 4683, 226, 459, 349, 2587, 1298, 1691, 686, 7106, 2404, 1352, 8857, 561, 1289, 3479, 6901, 2421, 819, 2349, 2854, 973, 1179, 214, 142, 2031, 1103, 327, 679, 352, 717, 4003, 473, 459, 338, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
modelling equilibration local many body quantum system random graph ensemble introduce structured random matrix ensemble constructed model many body quantum system local interaction ensemble employed study equilibration isolated many body quantum system showing rather complex matrix structure well beyond wigner full banded random matrix required faithfully model equilibration time viewing random matrix connectivity graph analyse resulting network classical oscillator hilbert space tool network theory one tool called maximum flow value found excellent proxy equilibration time since maximum flow value le expensive compute give access approximate equilibration time system size beyond accessible exact diagonalisation
4
1,360,337
[ 2, 3082, 12188, 619, 731, 1577, 406, 214, 753, 471, 2186, 1077, 3140, 753, 766, 2186, 2776, 142, 731, 1577, 406, 214, 619, 719, 2186, 3231, 352, 12188, 4527, 731, 1577, 406, 214, 2705, 2728, 586, 766, 497, 529, 2173, 6108, 1616, 1075, 64, 753, 766, 2089, 12190, 142, 12188, 290, 9247, 753, 766, 3839, 471, 4742, 1748, 256, 1070, 3636, 3266, 410, 1242, 256, 476, 401, 1242, 1357, 1749, 928, 730, 1088, 4254, 6301, 12188, 290, 1784, 1749, 928, 730, 275, 3833, 1893, 1041, 2083, 2148, 12188, 290, 214, 918, 2173, 4837, 1487, 3958, 2105, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
variational ansatz based quantum simulation imaginary time evolution imaginary time evolution powerful tool studying quantum system possible simulate classical computer time memory requirement generally scale exponentially system size conversely quantum computer efficiently simulate quantum system non unitary imaginary time evolution propose variational algorithm simulating imaginary time evolution hybrid quantum computer use algorithm find ground state energy many particle system specifically molecular hydrogen lithium hydride finding ground state high probability method also applied general optimisation problem quantum machine learning algorithm hybrid suitable error mitigation exploit shallow quantum circuit implemented current quantum computer
13
1,243,721
[ 2, 2332, 6196, 250, 406, 679, 6392, 290, 1085, 6392, 290, 1085, 3039, 1242, 3535, 406, 214, 1117, 4499, 1070, 2003, 290, 1581, 2404, 2946, 680, 4297, 214, 918, 10074, 406, 2003, 2372, 4499, 406, 214, 278, 3673, 6392, 290, 1085, 537, 2332, 349, 5639, 6392, 290, 1085, 2025, 406, 2003, 508, 349, 696, 1636, 314, 470, 731, 836, 214, 1855, 2013, 4015, 7574, 15596, 1545, 1636, 314, 298, 1158, 210, 364, 1261, 421, 5909, 304, 406, 825, 285, 349, 2025, 2345, 857, 6229, 2208, 5414, 406, 2453, 2775, 845, 406, 2003, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
algebraic channel estimation algorithm fdd massive mimo system consider downlink dl channel estimation frequency division duplex based massive mimo system multipath model goal provide fast accurate channel estimation small amount dl training overhead prior art tackle problem using compressive sensing classic array processing technique eg esprit music however method challenge scenario eg number path greater number receive antenna tensor factorization method also used handle challenging case hard solve associated optimization problem work propose efficient channel estimation framework circumvent difficulty specifically structural training sequence imposes tensor structure received signal proposed show training sequence parameter dl mimo channel provably identified even number path largely exceeds number receive antenna small training overhead approach judicious combination vandermonde tensor algebra carefully designed conjugate invariant training sequence unlike existing tensor based channel estimation method involve hard optimization problem proposed approach consists lightweight algebraic operation thus real time implementation within reach simulation result carried showcase effectiveness proposed method
3
194,513
[ 2, 2424, 1062, 1083, 349, 17794, 2030, 4081, 214, 520, 7137, 3899, 1062, 1083, 1029, 6180, 10409, 250, 2030, 4081, 214, 13037, 142, 1985, 693, 1180, 1677, 1062, 1083, 762, 2224, 3899, 660, 4281, 1388, 930, 3898, 304, 291, 7326, 2835, 5041, 2455, 1567, 703, 1454, 2249, 15573, 4440, 627, 210, 1136, 1296, 1454, 486, 1324, 4064, 486, 7266, 3817, 1540, 3838, 210, 364, 522, 3579, 1759, 516, 1361, 1925, 1187, 868, 304, 431, 537, 790, 1062, 1083, 609, 8401, 3585, 1855, 2287, 660, 1160, 9762, 1540, 497, 4445, 901, 459, 223, 660, 1160, 481, 3899, 4081, 1062, 6418, 2807, 1040, 486, 1324, 4373, 7321, 486, 7266, 3817, 762, 660, 4281, 338, 14866, 2033, 2362, 179, 18733, 38, 1540, 877, 5285, 2092, 6453, 1406, 660, 1160, 3564, 936, 1540, 250, 1062, 1083, 210, 4979, 1361, 868, 304, 459, 338, 2834, 6369, 2424, 1837, 1214, 495, 290, 1797, 992, 2123, 679, 249, 3862, 7578, 2059, 459, 210, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
multi agent training beyond zero sum correlated equilibrium meta solver two player constant sum game well studied literature limited progress outside setting propose joint policy space response oracle jpsro algorithm training agent player general sum extensive form game provably converges equilibrium suggest correlated equilibrium ce promising meta solver propose novel solution concept maximum gini correlated equilibrium mgce principled computationally efficient family solution solving correlated equilibrium selection problem conduct several experiment using ce meta solver jpsro demonstrate convergence player general sum game
0
91,791
[ 2, 329, 1145, 660, 2173, 1362, 1327, 2842, 1726, 2880, 3450, 312, 3739, 1269, 1327, 1756, 529, 1590, 1810, 1676, 3331, 4789, 1163, 537, 1776, 1289, 410, 1601, 5413, 10856, 6653, 35, 349, 660, 1145, 3739, 421, 1327, 2095, 337, 1756, 6418, 4249, 1726, 1503, 2842, 1726, 5693, 2312, 2880, 3450, 537, 758, 533, 1546, 1749, 18467, 2842, 1726, 5591, 95, 7192, 3180, 790, 1644, 533, 2178, 2842, 1726, 1869, 304, 2040, 876, 427, 291, 5693, 2880, 3450, 10856, 6653, 35, 717, 1298, 3739, 421, 1327, 1756, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
fractal non extensive statistic qcd work analyse scaling property yang mill field theory manifest self similarity truncated point function scale evolution presence structure actually behaves fractal allow recurrent non perturbative calculation vertex general property indeed independent perturbative order simplifies non perturbative calculation show sufficiently high perturbative order statistical approach used non extensive statistic obtained tsallis index deduced term field theory parameter result applied qcd one loop approximation calculated resulting good agreement value obtained experimentally discus approach allows understand intriguing experimental finding high energy collision behavior multiplicity collision energy long tail distribution fractal dimension observed intermittency analysis
14
955,193
[ 2, 6084, 278, 2095, 2196, 3072, 431, 4742, 2147, 559, 4662, 2427, 381, 476, 5096, 1081, 2447, 6156, 563, 327, 680, 1085, 1591, 497, 5815, 9026, 6084, 735, 3222, 278, 4011, 1672, 1949, 421, 559, 4109, 1312, 4011, 452, 9951, 278, 4011, 1672, 223, 3566, 298, 4011, 452, 1558, 338, 522, 278, 2095, 2196, 970, 11682, 1901, 9920, 612, 381, 476, 481, 249, 1261, 3072, 401, 1984, 1056, 3282, 1748, 1860, 2626, 730, 970, 2882, 883, 338, 1191, 1121, 6478, 982, 1545, 298, 470, 1881, 1017, 4897, 1881, 470, 891, 2735, 555, 6084, 443, 1059, 14087, 494, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
diminution si weak volume binding density depletion force reducing neutron tailspin orbit rive ca si isotones unique feature throughout chart nuclides whirl orbit splitting usually increase moreover fashion decrease gradual ca si precipitous ti intimately origin caused weak bind vigor nation sudden primal proton denseness depletion si organisation subject public debate answer reported using ego consistent covariant energy tightness functional calculation doctor deity parametrization sooner point sharp local decrement si turgid dominance central denseness depletion effect reason infirm binding central density depletion well correlational statistic moldiness hold account fully evaluate bounty cause spin orbit reduce
16
836,205
[ 2, 9072, 185, 3576, 1207, 2116, 4610, 784, 8951, 2058, 3390, 2185, 2735, 15395, 1430, 2429, 98, 3517, 3576, 3160, 6290, 2326, 571, 4891, 9491, 17689, 2870, 787, 151, 43, 1430, 3586, 2755, 1376, 1415, 4375, 2957, 10100, 3517, 3576, 8517, 5287, 6307, 13562, 2093, 3607, 1207, 14565, 15486, 65, 12415, 8498, 7214, 2915, 2637, 691, 8951, 3576, 12925, 2315, 2133, 8016, 2874, 2987, 291, 10913, 1460, 5938, 470, 13184, 1653, 1672, 11503, 139, 104, 6720, 9305, 59, 563, 3216, 619, 2331, 190, 3576, 9245, 12527, 40, 8903, 1905, 2637, 691, 8951, 610, 2032, 796, 10236, 4610, 1905, 784, 8951, 529, 1138, 61, 2196, 9363, 176, 691, 2660, 1948, 1771, 1802, 7492, 351, 3001, 740, 1430, 2068, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
life conversion thermodynamical disequilibria guiding motion life traditionally defined retentive lean property classifying structure living non living would expect single recognizable difference recent ground show reach biological atom include ribozymes enzyme rotating ratchet subunit undergo repetitive abidance state change repulse caloric agitation energy telephone exchange turn regularise catalysis reaction fundamental metabolism cellular replication molecule display disparate structure share principle repetitive unidirectional conformation change driven thermodynamic gradient produce directional movement life delineate process whereby subject undergoes cyclical unidirectional conformation state change convert thermal agitation excitation directed motion performing work locally reduces entropy principle conversion caloric agitation directed motion self governing specific chemical environment particular molecular structure definition apply universally across biosphere characterized differing biochemistry
5
1,022,100
[ 2, 2434, 3917, 12545, 217, 1709, 1532, 17835, 8112, 1367, 2434, 6983, 1613, 1469, 7067, 13770, 559, 5861, 497, 6919, 278, 6919, 2274, 2934, 782, 3998, 4241, 1608, 644, 1636, 223, 2123, 3812, 1369, 2373, 8336, 11919, 11922, 32, 13115, 3964, 19277, 389, 8263, 36, 5849, 12488, 598, 14837, 15843, 38, 314, 1173, 5481, 254, 8879, 72, 592, 3669, 470, 8447, 8266, 243, 2754, 2405, 1101, 491, 13567, 2608, 1708, 13706, 645, 4270, 9299, 2570, 3926, 11119, 497, 3968, 1779, 12488, 10485, 9403, 1173, 1457, 2788, 1154, 1990, 5633, 4014, 2434, 15993, 455, 8705, 2315, 8622, 18701, 10485, 9403, 314, 1173, 6534, 1609, 592, 3669, 2418, 3940, 1367, 3324, 431, 2977, 3275, 1612, 1779, 3917, 8879, 72, 592, 3669, 3940, 1367, 1081, 6124, 1255, 2531, 1028, 756, 2013, 497, 3017, 1780, 10302, 1496, 13653, 8216, 3046, 11045, 16955, 2749, 14690, 3117, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
global determination inverse problem vortex dynamic consider problem reconstructing background possible dynamic behavior maelstrom dipole prove suitable condition one uniquely redo real analytical potential measuring entrance release place well travel time boundary point picky work take flatness assumption potential earlier event key step method constructional procedure recovering boundary jet potentiality
8
638,882
[ 2, 1297, 4267, 2218, 304, 3240, 565, 520, 304, 7573, 1919, 1117, 565, 1017, 14011, 5463, 4750, 85, 3822, 900, 2345, 587, 401, 6491, 547, 35, 495, 2428, 801, 3835, 17020, 4410, 3249, 529, 3984, 290, 1107, 563, 7669, 50, 431, 1884, 12231, 1628, 801, 4038, 1170, 1231, 1228, 210, 1793, 61, 1898, 6695, 1107, 2580, 801, 104, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
primordial tensor non gaussianities general single field inflation non cluster davy initial state found primordial non gaussianity curve disturbance case non bunch davy initial state enhance compared case bunch davy one due interaction among perturbation subhorizon exfoliation purpose present paper investigate whether tensor non gaussianities also enhanced mechanic consider general gravity theory presence inflaton evaluate tensor auto bispectrum cross bispectrum involve one tensor two scalar mode non gang davy initial do tensor mode important dispute case scalar auto bispectrum tensor triplet power point function vanishes flattened impulse triangle point hybridizing bispectrum potentially enhanced non trivial triangulum shape imputable non bunch davy initial state
9
1,741,752
[ 2, 4543, 1540, 278, 19464, 421, 782, 381, 3109, 278, 878, 16924, 1352, 314, 1088, 4543, 278, 10658, 1684, 5302, 516, 278, 9043, 16924, 1352, 314, 2158, 985, 516, 9043, 16924, 401, 824, 719, 1509, 1723, 389, 14750, 2469, 19516, 2676, 415, 362, 1190, 2252, 1540, 278, 19464, 364, 2646, 3378, 520, 421, 1870, 476, 1591, 8321, 1802, 1540, 2837, 12072, 1202, 12072, 4979, 401, 1540, 312, 1631, 1082, 278, 2732, 47, 16924, 1352, 6540, 1540, 1082, 994, 8122, 1340, 516, 1631, 2837, 12072, 1540, 5233, 716, 563, 327, 7263, 18237, 8959, 5280, 563, 2025, 1007, 12072, 3345, 2646, 278, 2867, 3202, 6629, 1761, 8071, 195, 278, 9043, 16924, 1352, 314, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
computational theory robust localization verifiability presence pure outlier measurement problem localizing set node relative pairwise measurement core many application structure motion sfm sensor network simultaneous localization mapping slam practical situation accuracy relative measurement marred noise outlier hence problem quantifying much trust solution returned given localization solver work focus question whether norm robust optimization formulation recover solution identical ground truth scenario translation measurement corrupted exclusively outlier noise call concept verifiability theoretical side prove verifiability problem depends topology graph measurement edge support outlier sign independent ground truth location node positive scaling outlier computational side present novel approach based dual simplex algorithm check verifiability problem completely characterize space equivalent solution exist identify subgraphs verifiable application theory provide procedure compute priori probability recovering solution congruent equivalent ground truth given measurement graph probability edge containing outlier
6
1,408,895
[ 2, 1259, 476, 872, 2534, 10722, 6670, 1591, 3456, 4901, 852, 304, 12348, 376, 1418, 1946, 4806, 852, 1915, 731, 542, 497, 1367, 4890, 53, 1972, 256, 2041, 2534, 2256, 7906, 2065, 3055, 865, 1946, 852, 3439, 1670, 1068, 4901, 2648, 304, 6051, 1804, 3854, 533, 14203, 812, 2534, 3450, 431, 1102, 1408, 2252, 1053, 872, 868, 2139, 1868, 533, 4838, 1636, 3992, 1296, 2610, 852, 7911, 9345, 4901, 1068, 1052, 1546, 10722, 6670, 1238, 2825, 900, 10722, 6670, 304, 2696, 2376, 471, 852, 1226, 1393, 4901, 416, 1312, 1636, 3992, 2309, 1418, 1629, 2147, 4901, 1259, 2825, 415, 758, 338, 250, 1641, 8240, 349, 3944, 10722, 6670, 304, 3473, 2636, 410, 2514, 533, 991, 1678, 8537, 11937, 542, 476, 693, 1898, 1893, 5325, 1158, 6695, 533, 16059, 2514, 1636, 3992, 812, 852, 471, 1158, 1226, 3438, 4901, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
non clairvoyant scheduling coflows coflow scheduling problem considered given inputoutput switch port fixed capacity find scheduling algorithm minimizes weighted sum coflow completion time respecting port capacity flow coflow demand per inputoutput port coflow completion time finishing time last flow coflow objective paper present theoretical guarantee approximating sum coflow completion time non clairvoyant setting coflow arrival number flow input output port revealed critical demand volume flow respective input output port unknown main result paper show proposed blindflow algorithm approximate largest number input output port pair coflow us result hold even online case coflows arrive time scheduler use causal information simulation reveal experimental performance blindflow far better theoretical guarantee
0
85,431
[ 2, 278, 178, 3904, 13061, 16632, 36, 4175, 15264, 334, 32, 15264, 334, 4175, 304, 1657, 812, 17741, 4393, 3604, 1650, 2528, 696, 4175, 349, 7062, 2456, 1327, 15264, 334, 4240, 290, 13256, 3604, 2528, 928, 15264, 334, 2649, 184, 17741, 3604, 15264, 334, 4240, 290, 12975, 70, 290, 2787, 928, 15264, 334, 1715, 362, 415, 1238, 2190, 5728, 1327, 15264, 334, 4240, 290, 278, 178, 3904, 13061, 16632, 36, 1163, 15264, 334, 5828, 486, 928, 983, 1633, 3604, 4246, 1166, 2649, 2116, 928, 5718, 983, 1633, 3604, 2411, 925, 249, 362, 223, 459, 5742, 2900, 349, 2148, 4085, 486, 983, 1633, 3604, 1140, 15264, 334, 143, 249, 2660, 1040, 1831, 516, 15264, 334, 32, 8800, 290, 11555, 508, 2812, 545, 679, 1605, 982, 473, 5742, 2900, 2209, 1251, 1238, 2190, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
shell perspective neutrino oscillation non received interaction apply shell amplitude technique study neutrino oscillation vacancy focussing process involving boson start shape point bounty involving ace neutrino one charged lepton unmatchable boson highlight admit kinematic bodily structure result obtain contains terminus get order expansion cutoff scale leaf theory explicitly determine lower dimensional operator behind generation dissimilar structure utilization amplitude construct item amplitude neutrino exchanged groove give wage increase oscillation also study detail flavor enters amplitude pmns matrix emerges shell perspective
7
1,769,531
[ 2, 3583, 2452, 2018, 2730, 278, 4445, 719, 1780, 3583, 2233, 703, 352, 2018, 2730, 6523, 17278, 455, 3007, 2986, 3889, 1761, 563, 7492, 351, 3007, 12647, 2018, 401, 3297, 4607, 7579, 2441, 195, 2986, 3025, 3255, 3784, 19371, 1141, 497, 249, 575, 2927, 8606, 183, 3195, 452, 2114, 7072, 680, 6065, 476, 2706, 1988, 1262, 673, 941, 4921, 1356, 9222, 497, 6493, 2233, 1244, 3403, 2233, 2018, 12989, 405, 11766, 1041, 17586, 1376, 2730, 364, 352, 1639, 4154, 12352, 2233, 4692, 2758, 766, 6401, 3583, 2452, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
fall detector adapted nursing home need optical flowing based cnn pin detection specialized home elderly challenging imaginativeness based decline signal detection solution significant advantage sensor based one instrument resident suffer mental disease work part project intend deploy fall detection solution nursing home proposed solution based deep see built convolutional neuronal meshing cnn trained maximize sensitivity based metric work present requirement aesculapian face wallop tune cnn answer spotlight grandness temporal aspect surrender therefore custom metric adapted use case effectuation decision make cognitive process proposed order best meet aesculapian team requirement clinical relevancy work present fall detection solution enabled detect declination producing false alarm norm consider database
3
168,838
[ 2, 4680, 1787, 4800, 16695, 2305, 4885, 1142, 1195, 12255, 250, 1957, 4747, 791, 6768, 4885, 14663, 1759, 2871, 10747, 1982, 250, 9666, 901, 791, 533, 779, 2051, 1972, 250, 401, 3309, 13854, 4374, 7896, 2622, 431, 1229, 2487, 16192, 2518, 4680, 791, 533, 16695, 2305, 4885, 459, 533, 250, 562, 2956, 3447, 1747, 8745, 3453, 70, 1957, 1318, 4460, 2307, 250, 1093, 431, 415, 2404, 9609, 15338, 240, 599, 2385, 3129, 166, 5618, 1957, 2874, 5310, 10954, 7811, 691, 1675, 2346, 507, 12628, 179, 1840, 3593, 1093, 4800, 508, 516, 610, 1334, 1510, 1225, 4925, 455, 459, 452, 1539, 5084, 9609, 15338, 240, 599, 4255, 2404, 3288, 1665, 2644, 431, 415, 4680, 791, 533, 4446, 2106, 9726, 1841, 5022, 4142, 9118, 1053, 520, 3134, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
enhancement pair creation due locality bound continuum interaction electron positron pair production vacuum studied combined background field binding electric potential well laser field production process triggered interaction bound state potential well continuum state dirac sea tuning binding potential well pair production strongly affected locality bound state narrower bound state position space efficient pair production contrast commonly expected wider extended bound state larger region interact external field would thus create particle surprise explained localized bound state much wider extension momentum space enhance bound continuum interaction creation process enhancement manifest perturbative non perturbative production regime
13
1,233,950
[ 2, 3066, 1140, 5254, 824, 6355, 451, 3269, 719, 1149, 6754, 1140, 2155, 2969, 1590, 2500, 1919, 381, 4610, 2253, 801, 529, 2361, 381, 2155, 455, 6761, 719, 451, 314, 801, 529, 3269, 314, 2937, 7261, 2752, 4610, 801, 529, 1140, 2155, 2120, 4392, 6355, 451, 314, 14999, 451, 314, 2012, 410, 790, 1140, 2155, 2070, 3147, 1945, 6489, 1979, 451, 314, 2076, 977, 4636, 2513, 381, 2274, 1214, 3459, 836, 13248, 4604, 3510, 451, 314, 1804, 6489, 1900, 1772, 410, 2158, 451, 3269, 719, 5254, 455, 3066, 5096, 4011, 278, 4011, 2155, 1526, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
link prediction network using effective transition introduce new method predicting formation link real world network refer method effective transition method relies theory isospectral matrix reduction compute probability eventually transitioning one vertex another biased random walk network unlike large majority link prediction technique method used predict link network directed undirected either weighted unweighted apply method number social technological natural network show competitive link predictor often outperforming also provide method approximating effective transition method show aside much lower temporal complexity approximation often provides accurate prediction original effective transition method also prove number mathematical result regarding effective transition algorithm approximation
1
594,966
[ 2, 1927, 839, 256, 291, 1013, 908, 1077, 385, 210, 3285, 1564, 1927, 495, 1258, 256, 3344, 210, 1013, 908, 210, 3429, 476, 17463, 766, 1843, 1893, 1158, 5888, 18848, 401, 1949, 2630, 5076, 753, 3123, 256, 3564, 506, 4605, 1927, 839, 703, 210, 522, 1480, 1927, 256, 3940, 8416, 1896, 2456, 13271, 1780, 210, 486, 1794, 6545, 1398, 256, 223, 3323, 1927, 4751, 1429, 7022, 364, 693, 210, 5728, 1013, 908, 210, 223, 16121, 1804, 1262, 1675, 1223, 1056, 1429, 1220, 1677, 839, 2167, 1013, 908, 210, 364, 900, 486, 2657, 249, 3880, 1013, 908, 349, 1056, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
prognostication human empathy based eeg cortical imbalance human constantly interact digital device neglect feel however synergy human technology strengthened technology able distinguish react human emotion model rely unconscious indication human emotion neurophysiological signal hold promise personalization feedback adaptation interaction current study elaborated adopting prognostic overture studying human emotional processing base brain activity specifically investigated proposition forebode self reported human empathy base eeg cortical dissymmetry different area brain different type predictive model ie multiple linear regression depth psychology well binary multiclass classification evaluated upshot showed laterality brain oscillation specific frequency band important predictor self reported empathy grade additionally prominent classification performance found resting re publica suggests emotional stimulation required accurate prediction empathy personality trait based eeg data finding contribute general understanding mechanic empathy also facilitate better compass advantage applying predictive approach compared hypothesis driven study neuropsychological research importantly result could employed maturation brain computer interface assist people difficulty expressing make emotion
5
1,012,888
[ 2, 12720, 75, 1047, 19601, 250, 5210, 10272, 6146, 1047, 11463, 4636, 3075, 1201, 10840, 13715, 627, 10295, 1047, 1958, 15348, 1958, 1728, 3152, 6487, 1047, 3677, 142, 3139, 4120, 11121, 8840, 1047, 3677, 4957, 229, 17282, 901, 2660, 5011, 12102, 2349, 3104, 719, 845, 352, 16195, 6964, 12720, 14557, 131, 3535, 1047, 8183, 1567, 2533, 2773, 2194, 1855, 2497, 9158, 5635, 2697, 743, 1081, 2987, 1047, 19601, 2533, 5210, 10272, 4516, 3582, 467, 1589, 2773, 467, 654, 2718, 142, 1273, 849, 617, 1832, 2220, 11872, 529, 1446, 11934, 920, 2702, 8514, 8266, 36, 3568, 7314, 104, 2773, 2730, 1255, 1029, 1075, 994, 4751, 1081, 2987, 19601, 8923, 2964, 5799, 920, 473, 1088, 13720, 110, 2133, 42, 3320, 8183, 11524, 2089, 1677, 839, 19601, 10993, 8245, 250, 5210, 233, 1545, 4503, 421, 1543, 3378, 19601, 364, 4215, 1251, 16745, 2051, 2709, 2718, 338, 985, 2765, 1457, 352, 4957, 16488, 138, 676, 952, 5106, 249, 1499, 3231, 319, 1434, 2773, 2003, 2184, 2962, 3421, 3585, 10379, 1225, 3677, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
vista monopoly quickest detecting ecological regimen study stochastic dynamic renewable resource harvest monopolist facing downward incline demand bender inclose framework harvesting sequentially affect resourcefulness possible regenerate resulting endogenous ecologic regime shift multi period determine firm objective uncovering profit maximizing harvesting policy simultaneously detecting fast time possible change regime capsulize idea environmental surveillance usage quickest detection method allows well read framework genuine time signal detection solving analytically show negative regimen shift induces strong growing extraction behaviour due combination faster espial sense urgency higher markup precautionary behavior outcome due increasing resource rent study chance extinction show emergence catastrophe risk reversible irreversible
18
1,719,675
[ 2, 926, 3477, 6032, 12472, 4189, 286, 3427, 10322, 1526, 39, 352, 1119, 565, 7561, 1655, 14102, 6032, 8236, 79, 8930, 14840, 317, 1282, 2649, 19953, 317, 15750, 609, 7473, 7440, 2898, 1655, 789, 691, 1117, 11759, 103, 1748, 11755, 15077, 8131, 72, 1526, 2339, 329, 1278, 1988, 6842, 1715, 13006, 7559, 5529, 7473, 1289, 2581, 3427, 1180, 290, 1117, 1173, 1526, 7924, 4950, 3291, 2399, 4405, 7543, 4451, 4189, 286, 791, 210, 1191, 529, 3746, 609, 8750, 290, 901, 791, 2178, 4147, 223, 2221, 1526, 39, 2339, 5535, 788, 3672, 3059, 2645, 824, 2033, 2829, 2249, 300, 2912, 16669, 479, 1084, 1280, 436, 1030, 15038, 287, 252, 1017, 2890, 824, 1660, 1655, 2207, 36, 352, 7255, 6790, 223, 4090, 15233, 1965, 6593, 10447, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
chimaera societal type network moot social eccentric network coupled phase oscillator mesh consists active core reciprocally interacting factor flock inactive unit follow driving active element otherwise interacting consider ring geometry long range coupling active oscillator form fluctuating chimaera pattern show inactive component powerfully correlated explained negative transversal lyapunov exponent
12
704,647
[ 2, 12011, 3976, 99, 11382, 654, 256, 588, 148, 1794, 5823, 256, 1828, 584, 3636, 3453, 2834, 1894, 1915, 7644, 97, 2571, 955, 17309, 14365, 1436, 1316, 2594, 1894, 1241, 5550, 2571, 520, 2277, 1583, 891, 889, 1183, 1894, 3636, 337, 9064, 12011, 3976, 99, 1412, 223, 14365, 1071, 3039, 97, 2842, 4604, 2221, 11203, 4997, 3360, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
aggregated model karlin stable process aggregated model proposed partial sum process scale karlin stable process recently investigated literature limit extreme proposed model regularly varying tail characterized convergence corresponding point process proposed model extension aggregated model proposed enriquez order approximate fractional brownian motion hurst index different nature recently investigated karlin model essentially based infinite urn scheme
1
558,851
[ 2, 7351, 142, 9061, 3101, 1834, 455, 7351, 142, 459, 2170, 1327, 455, 680, 9061, 3101, 1834, 455, 1305, 2497, 1810, 625, 3203, 459, 142, 11226, 2566, 2735, 3046, 1298, 1309, 563, 455, 459, 142, 1900, 7351, 142, 459, 145, 118, 544, 49, 452, 2148, 2824, 4504, 1367, 15468, 1901, 467, 2014, 1305, 2497, 9061, 3101, 142, 4939, 250, 2149, 17744, 903, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
er dopants silicon nanophotonic waveguide combination establish nanofabrication attractive material property make silicon promising material quantum technology implanted dopants serve qubits high density excellent coherency even elevated temperature order connect control qubits interfacing light nanophotonic wave guide offer unique promise present resonant spectroscopy implanted erbium dopants waveguide overcome necessary high doping bandgap excitation limited earlier discipline thus observe erbium incorporation well defined lattice internet site thousandfold reduced inhomogeneous broadening ghz spectral diffusion linewidth mhz study thence introduces novel material platform implementation cow dung quantum retention zap optical spiritual rebirth distributed quantum information processing unequalled feature operation main wavelength band fiber optical communication
13
1,275,786
[ 2, 726, 17104, 4347, 10054, 4974, 2033, 1227, 10179, 117, 6004, 4825, 1222, 559, 1225, 4347, 2312, 1222, 406, 1958, 17509, 17104, 4335, 4266, 298, 784, 4254, 19924, 479, 1040, 12176, 906, 452, 5098, 561, 4266, 17407, 1003, 10054, 713, 4415, 2380, 2326, 5011, 415, 3809, 2999, 17509, 726, 16376, 17104, 4974, 3581, 2446, 298, 5249, 9286, 2418, 1676, 4038, 7434, 1214, 2638, 726, 16376, 9804, 529, 1613, 1276, 3890, 3032, 5422, 6781, 2104, 5044, 8562, 4524, 1253, 1998, 9790, 6410, 352, 311, 15843, 38, 3795, 758, 1222, 2145, 1797, 15728, 12945, 47, 406, 12850, 30, 240, 1195, 9633, 399, 12595, 12884, 37, 1600, 406, 545, 1567, 11885, 768, 571, 1837, 925, 3110, 1075, 3530, 1195, 1313, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
coherent elastic neutrino nucleus scattering european spallation author european spallation source currently intimately way completion soon provide intense neutron beam multi disciplinary science fortuitously also generate largest pulsed neutrino flux suited espial coherent elastic neutrino nucleus scattering cens process recently valuate inaugural time ornls spallation neutron source describe innovative detector technology maximally able gain order order magnitude increase neutrino flux provided e along sensitivity rich particle physic phenomenology accessible high statistic precision cens measurement
17
370,765
[ 2, 2609, 2933, 2018, 2993, 1661, 7234, 18611, 2953, 7234, 18611, 829, 3458, 13562, 1024, 4240, 9305, 693, 7021, 2185, 1786, 329, 16459, 2430, 12994, 2278, 7691, 364, 1941, 4085, 8764, 2018, 2136, 5534, 2249, 300, 2609, 2933, 2018, 2993, 1661, 11534, 32, 455, 1305, 2727, 103, 83, 17841, 393, 290, 11140, 5463, 18611, 2185, 829, 1734, 7672, 1787, 1958, 7171, 1728, 2146, 452, 452, 2227, 1376, 2018, 2136, 2082, 9, 1622, 2307, 2659, 836, 1422, 7695, 4837, 298, 2196, 2235, 11534, 32, 852, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
quantum sensor network exotic field telescope multi messenger uranology multi messenger astronomy coordinated observation dissimilar class signaling originating astrophysical event provides wealth information astrophysical process far reaching implication far focus multi messenger astronomy search conventional signal known fundamental force standard model particle like gravitational wave gw addition know effect quantum sensor electronic network could used search astrophysical sign predicted beyond standard model bsm theory exotic bosonic field ubiquitous feature bsm theory appear seeking understand nature dark matter dark energy solve hierarchy strong cp problem consider case high energy astrophysical event could produce intense burst exotic low mass field elf propose expand toolbox multi messenger uranology include network precision quantum sensor pattern shielded insensitive conventional monetary standard poser physic signal estimate elf signal amplitude postponement rate distance gw source global electronic network atomic magnetometer atomic clock could sensitive find indeed preciseness quantum sensor meshwork mapping hob telescope detect signal source generating elf burst sufficient intensity thus elf exist could act additional messenger astrophysical event
13
1,269,096
[ 2, 406, 1972, 256, 5037, 381, 3067, 329, 10313, 13831, 630, 329, 10313, 6778, 8347, 972, 9222, 463, 8210, 8177, 4318, 1170, 1220, 8234, 545, 4318, 455, 2209, 5749, 3041, 2209, 1102, 329, 10313, 6778, 1106, 2172, 901, 886, 1708, 2058, 974, 142, 836, 1079, 1751, 713, 3413, 827, 567, 610, 406, 1972, 2162, 256, 1499, 522, 1106, 4318, 416, 2806, 2173, 974, 142, 13289, 476, 5037, 5265, 381, 5459, 571, 13289, 476, 1913, 8741, 1121, 2014, 1397, 1074, 1397, 470, 1925, 3865, 788, 3281, 304, 520, 516, 298, 470, 4318, 1170, 1499, 1990, 7021, 4150, 5037, 485, 669, 381, 391, 52, 537, 3681, 9440, 329, 10313, 13831, 630, 2373, 256, 2235, 406, 1972, 1412, 8954, 64, 8710, 2172, 13317, 974, 2731, 34, 1422, 901, 999, 391, 52, 901, 2233, 1717, 19127, 388, 687, 1193, 3413, 829, 1297, 2162, 256, 2671, 11848, 2671, 5385, 1499, 2607, 696, 4109, 3235, 691, 406, 1972, 3453, 192, 2256, 4738, 51, 3067, 2106, 901, 829, 2559, 391, 52, 4150, 1883, 2947, 1214, 391, 52, 991, 1499, 1955, 1854, 10313, 4318, 1170, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
pulse quantum annealing propose modify quantum annealing protocol pulsed quantum annealing pqa order increase success chance pulse diligence quantum annealing process well known winner probability schematic quantum annealing foreshorten due landau zener transition applying pulse system modulate winner probability increase compared conventional quantum anneal optimise pulse parameter demonstrate obtain single qubit numerically analytically analytical model based tranfer matrix access effect agreement full numerical result also investigate pqa protocol multi qubit subject random spin glass instance present overall increase success probability conventional quantum annealing optimizing pulse parametric quantity resolution point pqa use design future high performance quantum annealing simple machine particularly gruelling instance schematic qa protocol act poorly
13
1,205,800
[ 2, 2897, 406, 6208, 537, 6228, 406, 6208, 2237, 8764, 406, 6208, 9670, 42, 452, 1376, 1599, 7255, 2897, 4562, 15963, 95, 406, 6208, 455, 529, 886, 11158, 1158, 9282, 100, 406, 6208, 15539, 14750, 16382, 824, 4502, 18045, 908, 2709, 2897, 214, 13120, 11158, 1158, 1376, 985, 2172, 406, 9343, 14336, 2897, 481, 717, 575, 782, 2616, 3138, 4147, 2428, 142, 250, 255, 429, 766, 2083, 610, 2626, 1616, 869, 249, 364, 1190, 9670, 42, 2237, 329, 2616, 2315, 753, 740, 3963, 2086, 415, 2612, 1376, 1599, 1158, 2172, 406, 6208, 4247, 2897, 3105, 2797, 1378, 563, 9670, 42, 508, 618, 1387, 298, 473, 406, 6208, 1004, 825, 2779, 11625, 4893, 2086, 9282, 100, 6184, 2237, 1955, 5999, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
measurement background activity mo enriched powder sample amore crystal material using high purity germanium sensor advanced mo base rare process experiment second phase amore search neutrinoless double beta nubetabeta decay mo kg molybdate crystal achieve goose egg background level energy range double genus beta decay value mo radioactive taint level amore crystal broken enrmoo powder enrich mo isotope used grow amore crystallization shield array fourteen high purity ge detector relative efficiency utilise measurement background activity sample kg pulverization detector system named cage located yangyang underground testing ground designed measuring scummy level radioactivity natural radioisotope cosmogenic nuclides ac th activeness ac th powder sample distribution pm mbqkg premier mbqkg respectively bodily function celestial longitude measured pm mbqkg activity pm mbqkg activity find pm mbqkg
16
808,817
[ 2, 852, 1919, 2194, 588, 7291, 10883, 832, 590, 302, 2375, 1222, 291, 298, 9112, 12467, 1972, 3753, 588, 2533, 4354, 455, 427, 937, 584, 590, 302, 1106, 12317, 2377, 5028, 7158, 4792, 3477, 4792, 3477, 1552, 588, 6441, 16705, 3937, 1379, 2375, 1455, 902, 859, 18003, 1919, 712, 470, 889, 2377, 4899, 5028, 1552, 730, 588, 11966, 16536, 39, 36, 712, 590, 302, 2375, 4956, 145, 3960, 8502, 10883, 4873, 588, 7456, 522, 1315, 590, 302, 11262, 8954, 2455, 1249, 11554, 298, 9112, 688, 1787, 1946, 1370, 14904, 852, 1919, 2194, 832, 6441, 1842, 126, 280, 1787, 214, 3819, 14598, 4710, 4662, 16632, 47, 10644, 2248, 1636, 2092, 3835, 218, 109, 18964, 712, 2193, 10758, 1398, 2193, 2381, 1647, 1321, 6631, 17689, 2870, 181, 149, 1894, 691, 181, 149, 10883, 832, 555, 4692, 6891, 56, 13199, 7866, 733, 6891, 56, 13199, 1853, 19371, 1141, 327, 11858, 14696, 2205, 4692, 6891, 56, 13199, 2194, 4692, 6891, 56, 13199, 2194, 696, 4692, 6891, 56, 13199, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
mosquito nett deep learning based cadx system malaria diagnosis along model interpretation using gradcam class activation map malaria considered unmatchable deadliest disease today world case thousand death per year parasite responsible malaria scientifically known plasmodium infects red blood line cell human live parasite transmitted female class mosquito known anopheles diagnosis malaria requires identification manual counting parasitized cell aesculapian practitioner microscopic descent cytosmear ascribable inaccessibility resource diagnostic truth largely bear upon large scale screening state graphic reckoner aided symptomatic technique based deep learning algorithm cnns end end feature extraction assortment widely contributed various image recognition task paper evaluate performance custom made convnet mosquito net classify infected uninfected prison cell malaria diagnosing could deployed sharpness mobile device owing parameter le reckoning power therefore wildly preferred diagnosis remote control countryside sphere lack medical facility
3
131,712
[ 2, 19779, 244, 36, 562, 285, 250, 6807, 48, 214, 16942, 3912, 1622, 142, 2800, 291, 5129, 15913, 463, 3617, 813, 16942, 1657, 7579, 2441, 195, 8254, 13215, 2622, 5455, 1258, 516, 5422, 5818, 184, 1821, 16276, 1379, 4995, 16942, 3372, 200, 886, 4103, 8288, 109, 8469, 3634, 547, 6589, 1175, 1395, 1047, 7006, 16276, 1379, 7051, 11110, 463, 19779, 886, 168, 2895, 18686, 3912, 16942, 2007, 2450, 5078, 4183, 16276, 16614, 1395, 9609, 15338, 240, 599, 6261, 4058, 3095, 10681, 119, 9811, 66, 9646, 272, 195, 11201, 4602, 1655, 4809, 3992, 4373, 7393, 2761, 506, 680, 4721, 314, 8129, 251, 13091, 1162, 5487, 8283, 593, 703, 250, 562, 285, 349, 3973, 904, 904, 571, 3059, 18079, 2342, 10764, 1002, 488, 1745, 546, 362, 1802, 473, 3593, 2219, 16877, 19779, 244, 3873, 6103, 661, 39, 2849, 64, 16663, 1395, 16942, 12564, 1499, 4727, 13969, 2862, 1201, 6340, 481, 275, 251, 13091, 1999, 716, 1840, 6040, 97, 6792, 3912, 4643, 561, 4299, 3709, 3018, 2532, 2791, 5195, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
baker campbell hausdorff formula logarithm transposition dynamic permutation classical ising spin studied chain tetrad spin obtain hamiltonian wheeler dealer equivalent unitary permutation matrix encodes simulate pairwise exchange interaction show summarized exact terminating bread maker joseph campbell hausdorff formula relates hamiltonian intersection exponentiated two spin interchange replacement briefly comment upon physical need implication study
8
648,235
[ 2, 18264, 17491, 4792, 7270, 6177, 1729, 3501, 18017, 565, 4025, 1070, 4308, 740, 1590, 1882, 16911, 740, 575, 2001, 12523, 2951, 59, 2514, 3673, 4025, 766, 7368, 4499, 4806, 2754, 719, 223, 10559, 1487, 18656, 15385, 7016, 6548, 229, 17491, 4792, 7270, 6177, 1729, 7533, 2001, 3702, 15803, 180, 312, 740, 14252, 8229, 5981, 4895, 2761, 1347, 1142, 3041, 352, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
steady state modeling variable frequency ac power flow advantage operating portion power system frequency different standard hz demonstrated low frequency ac lfac high voltage dc hvdc literature branch constrained stability thermal limit benefit increased capacity flexibility since advance power electronics enable choice operating frequency tool needed make choice order quantify advantage function frequency paper provides model steady state calculation frequency variable validates modeling assumption introduces analytical quantification power flow capacity transmission branch function frequency demonstrating different active constraint across range frequency modeling power flow calculation demonstrated practical transmission line using manufacturer data model presented provide foundation system level study variable frequency using optimal power flow
3
151,972
[ 2, 3623, 314, 1490, 1089, 1029, 181, 716, 928, 2051, 3929, 7071, 716, 214, 1029, 467, 974, 6992, 2327, 485, 1029, 181, 6849, 84, 298, 3741, 3853, 10245, 9143, 1810, 3461, 2421, 1557, 1609, 625, 2539, 3347, 2528, 4544, 1784, 2722, 716, 7487, 2769, 2273, 3929, 1029, 1242, 3177, 1225, 2273, 452, 3658, 2051, 327, 1029, 362, 1220, 142, 3623, 314, 1672, 1029, 1089, 13979, 1490, 1628, 3795, 2428, 5234, 716, 928, 2528, 2264, 3461, 327, 1029, 4648, 467, 1894, 986, 1496, 889, 1029, 1490, 716, 928, 1672, 2327, 2065, 2264, 1175, 291, 13739, 233, 142, 1588, 693, 4933, 214, 712, 352, 1089, 1029, 291, 819, 716, 928, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
effect drag induced radiation sickness multi stage evolution heavy quark cheese energy deprivation heavy quark serve ideal investigation qgp dimension produced energetic nuclear collision provide unique opportunity study mass effect parton energy loss explicate multi stage approach heavy quark evolution inside qgp heavy quark st undergo rare scattering multiple emission evolution impulse large compared mass sensitive transverse dispersal coefficient evolve single scattering induced emission gunion bertsch stage momentum comparable mass sensitive also longitudinal drag diffusion coefficient multi phase overture coupled pasty hydrodynamic model quantitative investigation charm lulu quark cheese energy loss inner qgp based approach find retarding force induced radiation considerable impact department energy loss intermediate massive beauty quark effect increase suppression meson narrow difference mesotron result consistent experimental data lhc contribute quantitative understanding transverse momentum habituation great unwashed hierarchy parton energy loss privileged qgp
14
911,097
[ 2, 610, 7027, 1627, 2463, 7842, 14240, 174, 329, 2031, 1085, 2476, 2269, 6672, 3953, 470, 511, 601, 75, 2476, 2269, 4335, 2653, 3111, 11354, 443, 2943, 6105, 2461, 1881, 693, 2326, 3711, 352, 669, 610, 5905, 470, 1097, 419, 5286, 329, 2031, 338, 2476, 2269, 1085, 3446, 11354, 2476, 2269, 92, 5849, 4354, 1661, 849, 1645, 1085, 8959, 506, 985, 669, 2607, 3415, 14165, 1624, 6036, 782, 1661, 1627, 1645, 13413, 287, 4194, 4784, 2031, 1772, 3102, 669, 2607, 364, 4627, 7027, 1998, 1624, 329, 584, 14557, 131, 1828, 2965, 50, 3512, 142, 2847, 3111, 5786, 8582, 493, 2269, 6672, 3953, 470, 1097, 3386, 11354, 250, 338, 696, 1469, 10471, 2058, 1627, 2463, 5027, 1485, 13276, 470, 1097, 3094, 2030, 16250, 2269, 610, 1376, 5323, 4073, 4006, 1608, 2198, 16317, 249, 1460, 982, 233, 3599, 4503, 2847, 1543, 3415, 1772, 8842, 1334, 1931, 10146, 1952, 64, 3865, 5905, 470, 1097, 17002, 11354, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]
secret semantically enhanced classification real world task supervised machine learning ml algorithm aimed maximizing classification performance available energy storage constraint try map training data corresponding label ensuring generalizability unseen data however integrate meaning based relationship among label decision process hand natural language processing nlp algorithm emphasize importance semantic information paper synthesize complementary advantage supervised ml nlp algorithm one method refer secret semantically enhanced classification real world task secret performs classification fusing semantic information label available data combine feature space supervised algorithm semantic space nlp algorithm predicts label based joint space experimental result indicate compared traditional supervised learning secret achieves accuracy score improvement moreover compared ensemble method secret achieves accuracy score improvement point new research direction supervised classification based incorporation semantic information
6
1,368,799
[ 2, 6211, 8217, 2646, 920, 495, 1258, 546, 1812, 825, 285, 2482, 349, 6287, 5529, 920, 473, 1192, 470, 3408, 986, 5979, 813, 660, 233, 1309, 1232, 6304, 9526, 4371, 233, 627, 5387, 3351, 250, 2175, 1509, 1232, 1510, 455, 1333, 1398, 1146, 1567, 4771, 349, 8493, 2420, 1792, 545, 362, 7257, 4229, 2051, 1812, 2482, 4771, 349, 401, 210, 3344, 6211, 8217, 2646, 920, 495, 1258, 546, 6211, 3717, 920, 10855, 1792, 545, 1232, 1192, 233, 2606, 571, 410, 1812, 349, 1792, 410, 4771, 349, 4560, 1232, 250, 1776, 410, 982, 249, 2941, 985, 2239, 1812, 285, 6211, 2144, 865, 2347, 1760, 1415, 985, 2186, 210, 6211, 2144, 865, 2347, 1760, 563, 385, 952, 1562, 1812, 920, 250, 9804, 1792, 545, 3 ]
[ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 ]