rfsurrogates/edge-coupled-bpf
Updated
checked_on timestamp[s] | checker_version string | clearance_mm float64 | compute dict | content_sha256 string | contributor string | errors list | f_grid_GHz list | family_id string | file_sha256 string | flags list | id string | in_box bool | licence string | metrics dict | n_f int64 | notes list | p list | param_names list | path string | physics dict | prior_delta dict | reciprocal_assumed bool | run string | s_present_in_source list | s_stored list | schema string | solver dict | source_file string | split string | substrate dict | symmetric_assumed bool | units dict | valid_geometry bool | verdict string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026-10-26T00:00:00 | 0.2.0 | 0.06123 | {
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} | f85a43bfea9ba2e76eb5ffc9512614e1be60fe2ce0b49704e5f93c115c985248 | benjhardy | [] | [
3,
7,
0.02
] | edge_coupled_bpf | b34656eadf30dcd6e679dc95c8b6c198916f1f8a61e3debb3af840ab9f61f28d | [] | nominal | true | CC-BY-4.0 | {
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"RL_dB": 10.45506268299,
"S21_max_dB": -1.002534791512,
"f0_GHz": 5.023329017578773
} | 201 | [] | [
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] | edge_coupled_bpf/palace/nominal.npz | {
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} | true | tune_3 | [
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] | [
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] | rfsurrogates.sample/1 | {
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},
"name": "palace",
"ports": "wave port on the x face, mode 1, de-embedded 3 mm to the start of the coupled section",
"version": "0.16"
} | nominal.npz | train | {
"copper": "PEC sheet",
"eps_r": 3.66,
"h_mm": 0.508,
"name": "RO4350B",
"tand": 0.0037
} | true | {
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"h": "mm",
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.1024 | {
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} | 0a637a764a833eeb33ddc39193b9a259e3594af7e050d16556792a28d600fae8 | benjhardy | [] | [
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0.02
] | edge_coupled_bpf | 30f8feb15d03b8629e3fd3350ad07c6c4b0d007014f6fd88d826b8a9463f7460 | [] | s0001 | true | CC-BY-4.0 | {
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"f0_GHz": 4.991966691177234
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] | edge_coupled_bpf/palace/s0001.npz | {
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"name": "palace",
"ports": "wave port on the x face, mode 1, de-embedded 3 mm to the start of the coupled section",
"version": "0.16"
} | s0001.npz | train | {
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"h_mm": 0.508,
"name": "RO4350B",
"tand": 0.0037
} | true | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.1024 | {
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} | e4576acbe9470aab2faefdf189f012fc8aa5a05967445b8afbe0411b3186effc | benjhardy | [] | [
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0.02
] | edge_coupled_bpf | 55659cd4025285331d379892d3c2c13427e120c62e61860675f03c6c0db485ad | [] | s0005 | true | CC-BY-4.0 | {
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] | edge_coupled_bpf/palace/s0005.npz | {
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] | [
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},
"name": "palace",
"ports": "wave port on the x face, mode 1, de-embedded 3 mm to the start of the coupled section",
"version": "0.16"
} | s0005.npz | train | {
"copper": "PEC sheet",
"eps_r": 3.66,
"h_mm": 0.508,
"name": "RO4350B",
"tand": 0.0037
} | true | {
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"h": "mm",
"l1": "mm",
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.1024 | {
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"ranks": 4,
"wall_s": 718.5
} | 58898f9d88d037de1066e8b2d7eb1461bbca6f5c9b56e60b2cd3e10466aaaa69 | benjhardy | [] | [
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0.02
] | edge_coupled_bpf | 46c6e7b8de8b4f352759c6bf4923507231973472044ec88dd3345c34baaaf8c0 | [] | s0014 | true | CC-BY-4.0 | {
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"S21_max_dB": -3.410720798337001,
"f0_GHz": 4.904318575148466
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] | edge_coupled_bpf/palace/s0014.npz | {
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} | true | s0014 | [
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] | [
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] | rfsurrogates.sample/1 | {
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},
"name": "palace",
"ports": "wave port on the x face, mode 1, de-embedded 3 mm to the start of the coupled section",
"version": "0.16"
} | s0014.npz | train | {
"copper": "PEC sheet",
"eps_r": 3.66,
"h_mm": 0.508,
"name": "RO4350B",
"tand": 0.0037
} | true | {
"eps_r": "1",
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"g2": "mm",
"h": "mm",
"l1": "mm",
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"w1": "mm",
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.12296 | {
"peak_ram_gb": 2.3,
"ranks": 4,
"wall_s": 706.1
} | 9c1be7e215d47dd58cfe88213039354f11ad1b685ce1be50987464a201c2e8bd | benjhardy | [] | [
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0.02
] | edge_coupled_bpf | 91d91480cfe97e986288e11d637d1a086937ac49f1cf31898dd6ab7ddbf09004 | [] | s0016 | true | CC-BY-4.0 | {
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"RL_dB": 5.254584073879002,
"S21_max_dB": -1.2287170971869994,
"f0_GHz": 4.414394247364244
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] | edge_coupled_bpf/palace/s0016.npz | {
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"prior_BW_GHz": 0.42603265308040594,
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} | true | s0016 | [
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] | [
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},
"name": "palace",
"ports": "wave port on the x face, mode 1, de-embedded 3 mm to the start of the coupled section",
"version": "0.16"
} | s0016.npz | train | {
"copper": "PEC sheet",
"eps_r": 3.66,
"h_mm": 0.508,
"name": "RO4350B",
"tand": 0.0037
} | true | {
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"h": "mm",
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.12296 | {
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"ranks": 4,
"wall_s": 657.06
} | 092cfb03f940e0c5a87a93e19795ed1aa6557c175c43ee28b58e536c09eca0ed | benjhardy | [] | [
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0.02
] | edge_coupled_bpf | f80028094d16979cc3d39619de4a86b2d4a62238e6e25b4d807cafaef59e74bf | [] | s0017 | true | CC-BY-4.0 | {
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] | edge_coupled_bpf/palace/s0017.npz | {
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} | {
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} | true | s0017 | [
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] | [
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] | rfsurrogates.sample/1 | {
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"name": "palace",
"ports": "wave port on the x face, mode 1, de-embedded 3 mm to the start of the coupled section",
"version": "0.16"
} | s0017.npz | train | {
"copper": "PEC sheet",
"eps_r": 3.66,
"h_mm": 0.508,
"name": "RO4350B",
"tand": 0.0037
} | true | {
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"h": "mm",
"l1": "mm",
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.1024 | {
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"wall_s": 752.19
} | bd602f3f620ef10b0146e473bb622a9dba323bed069d6d453342de5ad9b0cb52 | benjhardy | [] | [
3,
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0.02
] | edge_coupled_bpf | 1ab7c8ff74213160d6a7bceafa9df133d81496499c8d019fa87e4ccca8169a89 | [] | s0019 | true | CC-BY-4.0 | {
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"f0_GHz": 4.935422573980491
} | 201 | [] | [
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] | edge_coupled_bpf/palace/s0019.npz | {
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} | {
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} | true | s0019 | [
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"S21"
] | [
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] | rfsurrogates.sample/1 | {
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},
"name": "palace",
"ports": "wave port on the x face, mode 1, de-embedded 3 mm to the start of the coupled section",
"version": "0.16"
} | s0019.npz | train | {
"copper": "PEC sheet",
"eps_r": 3.66,
"h_mm": 0.508,
"name": "RO4350B",
"tand": 0.0037
} | true | {
"eps_r": "1",
"g1": "mm",
"g2": "mm",
"h": "mm",
"l1": "mm",
"l2": "mm",
"w1": "mm",
"w2": "mm"
} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.12296 | {
"peak_ram_gb": 2,
"ranks": 4,
"wall_s": 580.22
} | 62fa101acfee808815c35b8083aab72aa445870d9ad1d53981eb65865fdb6951 | benjhardy | [] | [
3,
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0.02
] | edge_coupled_bpf | b9691c67a6fd501d30010ac8c6b08618abd91393b52c812a71db43d873268774 | [] | s0024 | true | CC-BY-4.0 | {
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} | 201 | [] | [
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] | edge_coupled_bpf/palace/s0024.npz | {
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} | {
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} | true | s0024 | [
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] | [
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] | rfsurrogates.sample/1 | {
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},
"name": "palace",
"ports": "wave port on the x face, mode 1, de-embedded 3 mm to the start of the coupled section",
"version": "0.16"
} | s0024.npz | train | {
"copper": "PEC sheet",
"eps_r": 3.66,
"h_mm": 0.508,
"name": "RO4350B",
"tand": 0.0037
} | true | {
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"h": "mm",
"l1": "mm",
"l2": "mm",
"w1": "mm",
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.12296 | {
"peak_ram_gb": 2,
"ranks": 4,
"wall_s": 622.23
} | 615d34d6c9a4806a5b9479f4be651a1053035fa71352094a05931ec980ab9c68 | benjhardy | [] | [
3,
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0.02
] | edge_coupled_bpf | dabefcc8bec47d1c111cbef75ea332f99e6f12259c5c3f32d9504712b7975bb8 | [] | s0029 | true | CC-BY-4.0 | {
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"f0_GHz": 4.924824998971365
} | 201 | [] | [
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] | edge_coupled_bpf/palace/s0029.npz | {
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} | {
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} | true | s0029 | [
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] | [
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] | rfsurrogates.sample/1 | {
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} | s0029.npz | train | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.1024 | {
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} | 4f3443573f1ff919596ca641a9d9bbc4afd3a4036745d4002dd89463f4c5fdbb | benjhardy | [] | [
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2026-10-26T00:00:00 | 0.2.0 | 0.22835 | {
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} | 3b975ba7dd6d8e8f1cd87b37ef74fc9111c889f81522dd29cef85b4a29d7855b | benjhardy | [] | [
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2026-10-26T00:00:00 | 0.2.0 | 0.12296 | {
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} | e890d858eb19cd9073bd7dfc39ce7e6fb43c14054650947e19fdf62cb293effe | benjhardy | [] | [
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.12296 | {
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} | 4fbc6496e924bd078f27af9bafb8ac290ed43a57c2951d3f0595750b1abd86d4 | benjhardy | [] | [
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} | s0037.npz | train | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.1024 | {
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} | 11239e99cfeb6966317ab4bde1f622d8629d4375035d72e66a481856f55ddce6 | benjhardy | [] | [
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2026-10-26T00:00:00 | 0.2.0 | 0.21551 | {
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} | 2b7f82063f4d8c998e84df4dfddbc8e50ccc5c49c53a60c1496a1c0d588500a5 | benjhardy | [] | [
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.22835 | {
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} | 6f0b81f7861781084b9919134e3d846dadc83f099658d92abd484bdd9556f394 | benjhardy | [] | [
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] | edge_coupled_bpf | 83e614149ce5048abc904bfdd34d9f2282d5ecbf97fdaa663de63c7e8311c2ae | [] | s0041 | true | CC-BY-4.0 | {
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} | s0041.npz | train | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.12296 | {
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} | 8b754f1b836b5dd3d24390269a20e3b4db90c2e765cc8c2c0ca22b661847eb3e | benjhardy | [] | [
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] | edge_coupled_bpf | 3e54f924e707bd2538a6073a0e797eec24dc679f251e7e2d975e7ffdc5e4db1b | [] | s0043 | true | CC-BY-4.0 | {
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} | s0043.npz | train | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.21551 | {
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} | ba1298b68d023e8d752087c0998039a7bbbe42cbc212519d9b3be541e5aae795 | benjhardy | [] | [
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] | edge_coupled_bpf | 3dc687d2470b53e6caa03e346093f63c078cac69d978eeb1025100e78944d429 | [] | s0044 | true | CC-BY-4.0 | {
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2026-10-26T00:00:00 | 0.2.0 | 0.1024 | {
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} | 7768685d93a55639606598685d54806d6798e8b1b11d07038c8eb9b96e67efcc | benjhardy | [] | [
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2026-10-26T00:00:00 | 0.2.0 | 0.22835 | {
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} | 9940b6976b14e798961bc831e8f9cc3df70b38c27f1823c3b1d02739cac15e1b | benjhardy | [] | [
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2026-10-26T00:00:00 | 0.2.0 | 0.1024 | {
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} | 7f1910f166d9a815bd3a407967b0673707b91022975c2f6ccc3960620f0952e4 | benjhardy | [] | [
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2026-10-26T00:00:00 | 0.2.0 | 0.22835 | {
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} | 07ddb30622d776ee5cf10880d830efc1039ec4c9e08ac0d41a560916b4f0b0ce | benjhardy | [] | [
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2026-10-26T00:00:00 | 0.2.0 | 0.21551 | {
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} | 57f66b2fcd28fe33107662b55add1fc766fa9cf4013b79fa76defb7616eb8f9a | benjhardy | [] | [
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2026-10-26T00:00:00 | 0.2.0 | 0.21551 | {
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} | f9ee7353c7dc4d56afd54e357ed516df72adbecfcb90f78ff817b8cf73b0b8a1 | benjhardy | [] | [
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2026-10-26T00:00:00 | 0.2.0 | 0.12382 | {
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} | 76ce176eb4a908e6bdd7a179259929d36d6e680b63dbb88fc64c5d05c0c7efce | benjhardy | [] | [
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2026-10-26T00:00:00 | 0.2.0 | 0.06497 | {
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} | 39d851b9344ea8a93428a3f916c770f9219f1c69b9a5fa66978ca28ae6c4d14c | benjhardy | [] | [
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2026-10-26T00:00:00 | 0.2.0 | 0.19279 | {
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} | 45897ac57222dd8e17b0faec2e2e06549b2f899d21b97fc02ccabd9a611b794a | benjhardy | [] | [
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] | [
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] | rfsurrogates.sample/1 | {
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} | s0063.npz | train | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.10404 | {
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} | 9ebd56719fe3429200b644b71a262d23099b112b9f5396415bf54743ab7563ac | benjhardy | [] | [
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2026-10-26T00:00:00 | 0.2.0 | 0.09432 | {
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} | dd9aa8e8593a387a71086cc7c3030da783bf492e650c9fe214ce7b5df53890b2 | benjhardy | [] | [
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2026-10-26T00:00:00 | 0.2.0 | 0.10788 | {
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} | e591e3151fd48aeae53d8eaf18d3f36385c0984eb78cb2fd39beef89e15bed96 | benjhardy | [] | [
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] | edge_coupled_bpf | cd290ca90b4d78dfbd498fe9dff763f9bf2a3619a064da672c9c7e1cc74c4d02 | [] | s0066 | true | CC-BY-4.0 | {
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} | s0066.npz | train | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.2071 | {
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} | c5fabbc3ca05acfe750e92dae7df1c39fb0e894c5e45f4cab9c28b78584dc32e | benjhardy | [] | [
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] | edge_coupled_bpf | d153b7d4237f0c51756c00366b72eaa68bf4cb487b760957b44d07d7e64534cd | [] | s0068 | true | CC-BY-4.0 | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.14698 | {
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} | 0502556d4e17580abc84f3ba1aa223a03fdc8f80ae8f71e9d1cd911e020e9ce2 | benjhardy | [] | [
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] | edge_coupled_bpf | 3980485c5cd1136fff10f9acf636b75c144c37143c590b77ed6e3b6821cc6c9d | [] | s0069 | true | CC-BY-4.0 | {
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} | s0069.npz | train | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.06528 | {
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} | 8f280e37ef65effb12e762010eb869d1bfe3560d1fb5080c717ddcf51f9fd161 | benjhardy | [] | [
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] | edge_coupled_bpf | 763eb4838d6c13ef57a65a415f804f71aa835eee372074cd103a739ec4be8d9c | [] | s0071 | true | CC-BY-4.0 | {
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} | s0071.npz | train | {
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} | true | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.18775 | {
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} | 9e89f778a31b4c88852c5ef882b47916eecaeda9631d11e27c90be147ed85ea4 | benjhardy | [] | [
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] | edge_coupled_bpf | 3815d362a4abd72ddad5241cf63352a47080049c34fadbaebbe879c7d7b0e773 | [] | s0076 | true | CC-BY-4.0 | {
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} | s0076.npz | train | {
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} | true | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.1304 | {
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} | dc8e62f74cfad567faa1066cecf7c7ae4cd17f6be55013e272204367589d9806 | benjhardy | [] | [
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0.02
] | edge_coupled_bpf | fdfc89e865b1daf130049e1a2ee308ae440bd02799a6b53047ae053bec649520 | [] | s0086 | true | CC-BY-4.0 | {
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} | s0086.npz | train | {
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} | true | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.07053 | {
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} | 418125c2f9555575fc5c63bffa6b283d5ff315f4008bc0a1eecf456344afc024 | benjhardy | [] | [
3,
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0.02
] | edge_coupled_bpf | 095214bacc0c192f41768df5bf3fe138c2f83a7012ec6ad0eb7014832ac64f53 | [] | s0087 | true | CC-BY-4.0 | {
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} | true | s0087 | [
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] | [
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] | rfsurrogates.sample/1 | {
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} | s0087.npz | train | {
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} | true | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.15261 | {
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} | 8944a80f4604f8a01c408f19a9ce26d1387c4f96b6f0a5475cbeca127e8ad83b | benjhardy | [] | [
3,
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0.02
] | edge_coupled_bpf | bd535a48e79ac6d5ca7e51e8d2545c6cca91198b7493a1b149b6ec413f771134 | [] | s0089 | true | CC-BY-4.0 | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.15073 | {
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} | a4c5a374b4b2f8f01776179c76f0307ef47c3e5479f8457c285e18347d5fb513 | benjhardy | [] | [
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] | edge_coupled_bpf | e6739654f010e6b090d692fa06ebba9cff0ebf9e49e03e24fb55eaa00746302f | [] | s0090 | true | CC-BY-4.0 | {
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} | s0090.npz | train | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.05444 | {
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} | f38125faae007712babe58e177c06067c27b94efb79a9d4419bfbdb4a0fa9021 | benjhardy | [] | [
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] | edge_coupled_bpf | 0531a1166a77374a7e093ff784fdce0e74acaee331796394a4c1df5e64792fed | [] | s0091 | true | CC-BY-4.0 | {
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} | s0091.npz | train | {
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} | true | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.06403 | {
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} | e845bf0be51cb40116b414e95a0eb24c816f871b3f662c9e6b4bbc6da7a24e0f | benjhardy | [] | [
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0.02
] | edge_coupled_bpf | 2b028a99e08958764a1ea252dc3287530bddae7d0cbbf45c5494160fccef45de | [] | s0094 | true | CC-BY-4.0 | {
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} | s0094.npz | train | {
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} | true | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.14509 | {
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} | dbc3998b2cf65a18a60032617d2446fbb0ed7eda52b5f4f0604f76506539d188 | benjhardy | [] | [
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] | edge_coupled_bpf | abba1c1caf3ed7fad82bc1778d8fd0ffb3c21a0b30ef7e34bc43c89adb8e425e | [] | s0095 | true | CC-BY-4.0 | {
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} | s0095.npz | train | {
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} | true | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.17406 | {
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} | 7506041c59d60daf7279ee9978776c95e69215edcafb93f5e626ffd83d93b7ac | benjhardy | [] | [
3,
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0.02
] | edge_coupled_bpf | eb5ce797777c5e885df76154b0b794a24e000a40cbce62ee500d1c19c79783c1 | [] | s0096 | true | CC-BY-4.0 | {
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} | s0096.npz | train | {
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} | true | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.15556 | {
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} | 4da27b3e9f23f34e5ed63a265b29d5e73fb6f76a294fa2a81b82ea5c24765402 | benjhardy | [] | [
3,
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0.02
] | edge_coupled_bpf | 576f05f5d43942aba22b4c0f8936ff066525465acd6643f9cb64f0410e5174e4 | [] | s0098 | true | CC-BY-4.0 | {
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"name": "palace",
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} | s0098.npz | train | {
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} | true | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.12778 | {
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} | b84d5961f154b79b2ecdf63a7f72dcfd5b72aad16b09f0fb06bf523879128092 | benjhardy | [] | [
3,
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0.02
] | edge_coupled_bpf | 33b0184a1020cc4dfb08a9a27285c32bb0d5ff5af1aa17ddb343f6950c3c88fa | [] | s0099 | true | CC-BY-4.0 | {
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] | [
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"name": "palace",
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} | s0099.npz | train | {
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} | true | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.10411 | {
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} | df12e7eb0d3de02111a6cb531e83d79e61c1ad978505b655d7b5a881b89bb0cf | benjhardy | [] | [
3,
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0.02
] | edge_coupled_bpf | 4a6548e4060143ad13a1db1cdddbeaeb1ec3f8c84b627be1d0192fa4a79c36be | [] | s0103 | true | CC-BY-4.0 | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.17593 | {
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} | 245eb44b9ce78be21eb4627d2e95b9128b29916619b7ea6eaf0b71c6e51a630f | benjhardy | [] | [
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2026-10-26T00:00:00 | 0.2.0 | 0.13592 | {
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} | 0c23cc56ce75fcabd8efe97362cb35be004b99f6331a4685f46bee27f8e60e1d | benjhardy | [] | [
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2026-10-26T00:00:00 | 0.2.0 | 0.07156 | {
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} | 0bb3eebd999526b62a72ec379fa49272bd0ac11e6e4dd1d9d0d84026f76e4d02 | benjhardy | [] | [
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2026-10-26T00:00:00 | 0.2.0 | 0.06538 | {
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} | 46bde385921377e45e224dcdbbce7383dbe647a302b0d4b2cc87e4515c4729cd | benjhardy | [] | [
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.21948 | {
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} | fb58419d15914093e2bc0685e72ddd18633b71c1e518ac90b8cd0747f9a652ec | benjhardy | [] | [
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] | edge_coupled_bpf | aef4a1e46ac35e8663ee2ad09ac74b572e00ea5effe6e19fad6d3173decdc5c6 | [] | s0122 | true | CC-BY-4.0 | {
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} | s0122.npz | train | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.11021 | {
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} | f07a5f22998a8dd405e97e7055a16dd593d00a90c194b3b880382d77dff8d294 | benjhardy | [] | [
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] | edge_coupled_bpf | 5746e6e88d24ac43584682a67181e302e8603e14b6230be3900610f42f45d679 | [] | s0129 | true | CC-BY-4.0 | {
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} | s0129.npz | train | {
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} | true | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.10012 | {
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} | 8a3fb4fdecbfaf9fffd8435a78c6ec920792ff1efb8ac3d3ea89202e0131fcde | benjhardy | [] | [
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] | edge_coupled_bpf | dfceb9e88ffaa9e0668d2de82de587edc2701441e7c20704c2df7a3a1d88aca0 | [] | s0130 | true | CC-BY-4.0 | {
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} | s0130.npz | train | {
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} | true | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.14788 | {
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} | 8b8e6244924f5030303ba0929b35b5af5a0872708119cf31d5a57e94a39873df | benjhardy | [] | [
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0.02
] | edge_coupled_bpf | b0b3848be82c7e52b2ace8861a24a9d95b9069ca8d79a2a868d135e76c851a82 | [] | s0132 | true | CC-BY-4.0 | {
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} | s0132.npz | train | {
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} | true | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.14802 | {
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} | cb8bed0b58b44c6f43f5d5c250d1ffe634be2e8949c41d4cd67669e5cea37eb1 | benjhardy | [] | [
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0.02
] | edge_coupled_bpf | f04fda5576bfb8fa90e5b0c32e09727bcac30c75b673415268267a31689d0e1c | [] | s0134 | true | CC-BY-4.0 | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.17917 | {
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} | 46c05e6df27ea1beb66158a8143e93fb29765130e6860359d6de808a41f10bd7 | benjhardy | [] | [
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2026-10-26T00:00:00 | 0.2.0 | 0.077 | {
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} | 58d84302c3a21c25c201f7158a9b2761c247640bf866d3ef4983d295b318610c | benjhardy | [] | [
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2026-10-26T00:00:00 | 0.2.0 | 0.10042 | {
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} | 9c6919048d010e1ae082af5ac5c70b3352845afe4c08c96be10b871003c64e2f | benjhardy | [] | [
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} | s0138.npz | train | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.21227 | {
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} | 4e081986f8970ed06aa78584bb438196b75b44acb700f61d30231777c9b235cd | benjhardy | [] | [
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.06781 | {
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} | 5ac4a6a5b91bb81034af0fa1c69d868db106d2332a295d3a69f3c930afb75aee | benjhardy | [] | [
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] | edge_coupled_bpf | b8f6561aff9bc735dfe7a8ae81838eeac36a84e24b5bdebc9d4e8f7b257567aa | [] | s0143 | true | CC-BY-4.0 | {
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} | s0143.npz | train | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.11927 | {
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} | 41f36a0d4f22471f91895da34f2a4852abbe96441f3568aaae3abb9082a99618 | benjhardy | [] | [
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.12412 | {
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} | 53370e8342c0e3a1ec228b415fcb491e889123e4c02a476640831d759cae3c60 | benjhardy | [] | [
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} | s0145.npz | train | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.08319 | {
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} | d26075186d8e42d416a384227d3027b28f49242e339f22d9c829cfa9f1f5d650 | benjhardy | [] | [
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] | edge_coupled_bpf | db3af899a4c1f5885d7571f2d9095381bb6402998b18145f29731e21c65d475b | [] | s0147 | true | CC-BY-4.0 | {
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} | s0147.npz | train | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.05841 | {
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} | 379bf0a42e5b7bb624935ffe5cda7178270815f51a82894b29c55f2fcbb8eeac | benjhardy | [] | [
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0.02
] | edge_coupled_bpf | 01e13e4976b75ba5ce620804e1e0c702a57fb9a27117dc9c6477fc97cd22acea | [] | s0149 | true | CC-BY-4.0 | {
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2026-10-26T00:00:00 | 0.2.0 | 0.09491 | {
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} | c48a8acf8dfaadffb92ca38d188535f1e6384d6580aa87228daaf7d91d49126a | benjhardy | [] | [
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2026-10-26T00:00:00 | 0.2.0 | 0.0804 | {
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} | 8d88c581a48d81cace058269dea8835aa17f25bf5391abfd211789b6b0567e3a | benjhardy | [] | [
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2026-10-26T00:00:00 | 0.2.0 | 0.17845 | {
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} | 45673154b5429b2996b8d587603b840dab503f091d3d944fd08cb0c76e1be83c | benjhardy | [] | [
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2026-10-26T00:00:00 | 0.2.0 | 0.13135 | {
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} | 5b297d141e805d18c454dcef91540efacf1ebd5d896b031ab95f3bf95a40f71f | benjhardy | [] | [
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.07276 | {
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} | 2ebf8438957328387093f10187ee30e7233d14a3e00cc3c73266693af02df605 | benjhardy | [] | [
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.11549 | {
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} | 958f989cba450a8ed21f99ed6a7a033a9d56ff3d4563bb60a3fbf046bbf1ab53 | benjhardy | [] | [
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] | edge_coupled_bpf | affc70fa4926e48d1b74437d541fd30747ac72c88d03a6c99f9a8debfa170999 | [] | s0162 | true | CC-BY-4.0 | {
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} | s0162.npz | train | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.11182 | {
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} | 89707c1d341e2830c4f039f44fe3e76d512f979f9b05bdd8bc202882724b9ff1 | benjhardy | [] | [
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] | edge_coupled_bpf | 272517a20081bea46b2fb32cf4d42f094de7d98681065362d0368f9b7ed9e8b2 | [] | s0168 | true | CC-BY-4.0 | {
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} | s0168.npz | train | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.15779 | {
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} | 27a05c5af83e5057eb0234832b3a12d34893f0094b63eac659bbd0b49cb695ee | benjhardy | [] | [
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} | s0170.npz | train | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.09003 | {
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} | a3a45d98589dea6d5218adcd4b644e1f9f4b97acc372d39a371b9e127235f102 | benjhardy | [] | [
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2026-10-26T00:00:00 | 0.2.0 | 0.11914 | {
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} | 1ba921a5ded68ec05bd62501049aa25d56dca5e2e33e5a68051a3a03ec006809 | benjhardy | [] | [
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2026-10-26T00:00:00 | 0.2.0 | 0.07552 | {
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} | 63105283b56171a52a54f9030feecc81432d4a06b58132e15b4bd14f2a7ec9fc | benjhardy | [] | [
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2026-10-26T00:00:00 | 0.2.0 | 0.10869 | {
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} | 5bb6c608d2a0316c4a4b24748f2f21dc485720cfe74c257662c5a443402edd99 | benjhardy | [] | [
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2026-10-26T00:00:00 | 0.2.0 | 0.10756 | {
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} | f80d6d05da7466fca2b4c4fd36fd578c0ff7a86ad53c0c3986496abcb1f02a85 | benjhardy | [] | [
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] | edge_coupled_bpf | 3e5ca7f52fd4252a9548db76d691be566e3dbcb74fb5f357867f04c0d889ffdd | [] | s0183 | true | CC-BY-4.0 | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.08812 | {
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} | b7b27eb7a49dc4ac226796e062a527eaff017c9455dc2f23f1bc08c46578b81e | benjhardy | [] | [
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.06902 | {
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} | c6dd120dc655f8b8f2f8c926c99373bfc6efccaab77c216b702cb5cbd9584dc9 | benjhardy | [] | [
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] | edge_coupled_bpf | 1b758c16c055592f474d1815c6be6f23f5aa24b477a2fcd7aa05fa948c1490d4 | [
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} | 201 | [
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} | s0186.npz | train | {
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} | true | NEEDS REVIEW |
2026-10-26T00:00:00 | 0.2.0 | 0.07596 | {
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} | 1a92518ed195c7d17abdf706c0b2803651ee1ce6938b06f60e9902a2f1c8ea0d | benjhardy | [] | [
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] | edge_coupled_bpf | 7c32e3d6fa893e63a62e459d26954d503b1ff8a23a76083a958d63f46505d79f | [] | s0187 | true | CC-BY-4.0 | {
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} | s0187.npz | train | {
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} | true | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.05452 | {
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} | a631413c087b22d280a6b30a990e4cf7067d6ae2f0c5b901238c8249eb9f1b16 | benjhardy | [] | [
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} | s0192.npz | train | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.07983 | {
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} | ccfe526860a6653503b3d3e2913f558b27db003a999e828f365e021607eb206b | benjhardy | [] | [
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2026-10-26T00:00:00 | 0.2.0 | 0.10804 | {
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} | 50abd42d8f5088336f2ba9693cb30771a124b00cc0a6a4917bfd940a292e81ff | benjhardy | [] | [
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2026-10-26T00:00:00 | 0.2.0 | 0.12998 | {
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} | e1237e26b5afd727c4b9549146974fa83f49b074f9322dd785d4644e3c14b62a | benjhardy | [] | [
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.07015 | {
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} | 72bea8915af4fb456af4bc0778c873fecbaaefae1f306354585f854485d8aebe | benjhardy | [] | [
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.15755 | {
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} | eabcd61c233fc54151e20261987327a9a3dcfa585749075c6756aa5b358339f7 | benjhardy | [] | [
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.07386 | {
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} | ed2aad4d81dbba49e93c252d4ec94485c3bb77a5a55378011be0044ee2c47bc1 | benjhardy | [] | [
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} | s0204.npz | train | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.14615 | {
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} | c241d9822e451b11deb48ffd35e4b69598eded7f514e6bd647fcfcca350fd19d | benjhardy | [] | [
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0.02
] | edge_coupled_bpf | b795da80f2c3842312b5198a623c621a6843e068b8f7909767eb33ffb8d3b686 | [] | s0205 | true | CC-BY-4.0 | {
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} | s0205.npz | train | {
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} | true | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.12494 | {
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} | fe7b3f3f1e8f202c0e1bf3d6285a7702259be484cfddcec1d2abef6d51cbf878 | benjhardy | [] | [
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] | edge_coupled_bpf | 38f506675bb4b94104c31675e7b1b0769ac647187a2695ad977f7356ea8695a5 | [] | s0207 | true | CC-BY-4.0 | {
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} | s0207.npz | train | {
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} | true | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.17072 | {
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} | 37c01247da8208104cfaecb45a642072bc4b635506b4148b81e3553e09887dd2 | benjhardy | [] | [
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0.02
] | edge_coupled_bpf | 66f36a82275ea2e0c6f83b09dcb634e47c5d15dba2dacca022d690db97ebf356 | [] | s0212 | true | CC-BY-4.0 | {
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} | s0212.npz | train | {
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} | true | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.08502 | {
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} | 690d2d170dc0893fd92c8ab1e66b8135d93e61b1ec2137adf8b1087d7235cb0f | benjhardy | [] | [
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.13126 | {
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} | 75ce9c3208995c3c5a14866adfc6d56d3451d2af7b12f09d92c0276f7403a9c0 | benjhardy | [] | [
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] | edge_coupled_bpf | 2fcdb60547f047b5595906acfbc96e1ea6b9fc6f2c7aa3dbaa178874cd4b9b65 | [] | s0217 | true | CC-BY-4.0 | {
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2026-10-26T00:00:00 | 0.2.0 | 0.05971 | {
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} | 18587b14092551556dd4a73498776b29d0e75440ca3a2e100d1fc262611882aa | benjhardy | [] | [
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.09491 | {
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} | a95416acc8af2524fba4bd5721d86310145bd173cc819c31ddec207dbed579d1 | benjhardy | [] | [
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] | edge_coupled_bpf | b44e7ffb2e9b0fd86ffb3f4520360bcdada426289212fba9bbcc936e977ec7ab | [] | s0227 | true | CC-BY-4.0 | {
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} | s0227.npz | train | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.08519 | {
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} | 8d34d71e333727db3e6d36dd4d17e862e6e1b6834bf5c3344f1d2566dfc25323 | benjhardy | [] | [
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] | edge_coupled_bpf | f1aa32d781348a9494aaf36c79e72a6ac4aa358431f4e942d89b57685b5324db | [] | s0228 | true | CC-BY-4.0 | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.08346 | {
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} | 56bc0fa790257085e6565a49a85f8df0613dcd21374e6cdc954dc6e7863636da | benjhardy | [] | [
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] | edge_coupled_bpf | f2d71946b96e94bc9e19c7c220578fcc5b9881edf524e7728ef20a9d666dcfc3 | [] | s0231 | true | CC-BY-4.0 | {
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} | s0231.npz | train | {
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} | true | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.07059 | {
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} | 27a94452d907de3766114e2ed1ab66dd85c15fdd7521fdc884fdabc19d1ce17c | benjhardy | [] | [
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0.02
] | edge_coupled_bpf | 226505f1b817155c1ef2a8383023bbbb60fcca4a020214c64d752fa90327f2e7 | [] | s0232 | true | CC-BY-4.0 | {
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} | s0232.npz | train | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.06706 | {
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} | f345096467721518f9625e67ccdb6420f2e4ca2465595a2977e7ad24ead09518 | benjhardy | [] | [
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0.02
] | edge_coupled_bpf | c6b9bc479923f9f781520cb73d28397f1a849a87c9f72696311421ace7e2612e | [] | s0233 | true | CC-BY-4.0 | {
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} | s0233.npz | train | {
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} | true | {
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} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.06499 | {
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} | 78906d4b2e63b789a478d7c0d02ce59c1c8acbc2ae7f72c0dfe68634afc3bc9a | benjhardy | [] | [
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0.02
] | edge_coupled_bpf | 8ac05212b45f17b3d957c7fc2cfb6c60a2c629a220a18ea13c77c02a85ece9c1 | [] | s0237 | true | CC-BY-4.0 | {
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} | 201 | [] | [
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"ports": "wave port on the x face, mode 1, de-embedded 3 mm to the start of the coupled section",
"version": "0.16"
} | s0237.npz | train | {
"copper": "PEC sheet",
"eps_r": 3.66,
"h_mm": 0.508,
"name": "RO4350B",
"tand": 0.0037
} | true | {
"eps_r": "1",
"g1": "mm",
"g2": "mm",
"h": "mm",
"l1": "mm",
"l2": "mm",
"w1": "mm",
"w2": "mm"
} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.22346 | {
"peak_ram_gb": 2.1,
"ranks": 4,
"wall_s": 717.24
} | ee0c5d6cec154886a4cee25e1112a153a3b0ba1efb77016a9d436b0efdcec507 | benjhardy | [] | [
3,
7,
0.02
] | edge_coupled_bpf | 558bdb88a53acd4ad62e038c3f543dffccb512e8f645947ba77a0bc0cc964731 | [] | s0238 | true | CC-BY-4.0 | {
"BW_GHz": 0.24020823471942876,
"IL_dB": 1.7471600030300003,
"RL_dB": 0.7857319088045013,
"S21_max_dB": -1.7471600030300003,
"f0_GHz": 4.944992458548523
} | 201 | [] | [
1.109618097499602,
0.7933550904401172,
0.22475652880086872,
0.7118070900047526,
8.991354076672934,
8.263587866159298,
3.66,
0.508
] | [
"w1",
"w2",
"g1",
"g2",
"l1",
"l2",
"eps_r",
"h"
] | edge_coupled_bpf/palace/s0238.npz | {
"max_abs_S11": 0.9909271013950227,
"max_abs_S21": 0.8177903844859645,
"passivity_max": 0.9819368471346716
} | {
"f0_rel_diff": -0.01470310391695625,
"n_passband_points": 20,
"passband_dB_mean_abs_diff": 4.042765068041719,
"prior_BW_GHz": 0.20883652302136113,
"prior_f0_GHz": 5.018784163643345
} | true | s0238 | [
"S11",
"S21"
] | [
"S11",
"S21"
] | rfsurrogates.sample/1 | {
"adaptive_tol": null,
"fidelity": "coarse",
"mesh": {
"elements": 35903,
"order": 2,
"scale": 1.8,
"unknowns": 259316
},
"name": "palace",
"ports": "wave port on the x face, mode 1, de-embedded 3 mm to the start of the coupled section",
"version": "0.16"
} | s0238.npz | train | {
"copper": "PEC sheet",
"eps_r": 3.66,
"h_mm": 0.508,
"name": "RO4350B",
"tand": 0.0037
} | true | {
"eps_r": "1",
"g1": "mm",
"g2": "mm",
"h": "mm",
"l1": "mm",
"l2": "mm",
"w1": "mm",
"w2": "mm"
} | true | PASS |
2026-10-26T00:00:00 | 0.2.0 | 0.17061 | {
"peak_ram_gb": 1.9,
"ranks": 4,
"wall_s": 597.94
} | 0de31ca61a64c244f0c9ad3823ec41fc9bc97b8c038b7fe2c4a0d42278d90494 | benjhardy | [] | [
3,
7,
0.02
] | edge_coupled_bpf | e97a907660c036364e8a14f5b52ea2b0cab4a07593f8a95ad673f1ea6c04f72b | [] | s0239 | true | CC-BY-4.0 | {
"BW_GHz": 0.5553440745488594,
"IL_dB": 1.2457316665550016,
"RL_dB": 3.3534205323949995,
"S21_max_dB": -1.2457316665550016,
"f0_GHz": 5.737794031103715
} | 201 | [] | [
1.0869500030056947,
0.800343348827539,
0.183243103997646,
0.617083100600202,
7.4416809417803185,
7.634606049698774,
3.66,
0.508
] | [
"w1",
"w2",
"g1",
"g2",
"l1",
"l2",
"eps_r",
"h"
] | edge_coupled_bpf/palace/s0239.npz | {
"max_abs_S11": 0.9907050098784893,
"max_abs_S21": 0.8663899715051993,
"passivity_max": 0.9816145833101823
} | {
"f0_rel_diff": -0.02100179971032676,
"n_passband_points": 39,
"passband_dB_mean_abs_diff": 2.6334299508419057,
"prior_BW_GHz": 0.43901167030371546,
"prior_f0_GHz": 5.86088312461246
} | true | s0239 | [
"S11",
"S21"
] | [
"S11",
"S21"
] | rfsurrogates.sample/1 | {
"adaptive_tol": null,
"fidelity": "coarse",
"mesh": {
"elements": 31997,
"order": 2,
"scale": 1.8,
"unknowns": 231386
},
"name": "palace",
"ports": "wave port on the x face, mode 1, de-embedded 3 mm to the start of the coupled section",
"version": "0.16"
} | s0239.npz | train | {
"copper": "PEC sheet",
"eps_r": 3.66,
"h_mm": 0.508,
"name": "RO4350B",
"tand": 0.0037
} | true | {
"eps_r": "1",
"g1": "mm",
"g2": "mm",
"h": "mm",
"l1": "mm",
"l2": "mm",
"w1": "mm",
"w2": "mm"
} | true | PASS |
End of preview. Expand in Data Studio
rfsurrogates samples
Full-wave simulation records of passive microwave devices, one folder per device family, 281 records in total.
Each record is one solved design: the geometry vector p, the complex S-parameters on the family's frequency grid,
the solver, its version, the fidelity tag, mesh statistics, compute cost, contributor and licence. The schema is
docs/DATA_CONTRACT.md in https://github.com/benjhardy/rfsurrogates; every record passed contrib/check_sample.py, and the manifest row of each
file (with its sha256) is in data_index/<family_id>/manifest.jsonl in that repo.
Layout: <family_id>/palace/ training records, <family_id>/holdout/ finer-mesh holdouts (never trained on),
<family_id>/holdout_coarse/ the same holdout designs at the training fidelity.
edge_coupled_bpf
Index version 8cae666b9dac.
| split | solver | fidelity | records |
|---|---|---|---|
| holdout | palace | medium | 10 |
| train | palace | coarse | 261 |
| twin | palace | coarse | 10 |
Contributors:
- benjhardy: 261 train (coarse), 10 twin (coarse), 10 holdout (medium)
Simulated data, not measurements. Licence CC-BY-4.0: credit the contributors listed above.
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Models trained or fine-tuned on rfsurrogates/samples