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quantumcomputing/13334_747474a2b9a780fd_0.txt
See http://oreilly.com/catalog/errata.csp?isbn=9781492039686 for release details. The O’Reilly logo is a registered trademark of O’Reilly Media, Inc. Programming Quantum Computers, the cover image, and related trade dress are trademarks of O’Reilly Media, Inc. The views expressed in this work are those of the authors, ...
quantumcomputing/20712_178754fff311c8b6_68.txt
Invited by French aristocrat Chevalier de Méré to help resolve a gambling dispute in the mid-17th century, mathematicians Pierre de Fermat and Blaise Pascal laid the foundations for probability theory in a series of letters. De Méré’s question concerned bets on rolls of a die that at least one six would appear during f...
quantumcomputing/14994_2ed2d1df17fe28a3_307.txt
What does it mean to have free will? It’s hard to define. If presented to make a choice, especially an important one, a person does not typically “roll a die”. They make a decision based on their sum total of life experience. But, they could just as easily roll a die, and that’s fine too. The injection of randomness do...
quantumcomputing/22087_db9c0f2f4b6f960d_1875.txt
A new approach to the theory of gravity is proposed. A second-rank tensor field is chosen to be the potential of the gravitational field. The gravitational field is related to the metric tensor of space--time, and all phenomena occur in curved space--time. A variational principle is established, and the gravitational f...
quantumcomputing/9328bcc4_121677.txt
Ahron 81: Nope. There s a perfectly internally consistent theory of real QM, where yes, you could do a simulation of complex QM, but then you d always have full access to the real and imaginary parts of each amplitude separately. And it s interesting to study the similarities and differences between that theory and ...
quantumcomputing/9339_a38937c5090409ef_115.txt
2.2.6 POVM measurements The quantum measurement postulate, Postulate 3, involves two elements. First, it gives a rule describing the measurement statistics, that is, the respective probabilities of the different possible measurement outcomes. Second, it gives a rule describing the postmeasurement state of the system. H...
quantumcomputing/51560fe1_116762.txt
Cost Function The cost function for a NN aims to minimize the difference between predicted values and the target values and is computed as such: C (w,b) 1N y (x) ao u t (x) 2𝐶𝑤𝑏1𝑁norm𝑦𝑥subscript𝑎𝑜𝑢𝑡𝑥2C(w,b) frac 1 N frac y(x)-a_ out(x) 2 italic_C ( italic_w , italic_b ) divide start_ARG 1 end_ARG...
quantumcomputing/44116_7b9ea9ee432854f2_9.txt
**Abstract:** Establishing a universal diagnostic of topological order remains an open theoretical challenge. In particular, diagnosing long-range entanglement through the entropic area law suffers from spurious contributions, failing to unambiguously identify topological order. Here we devise a protocol based on the Z...
quantumcomputing/24212_45e264729078187e_417.txt
Abstract *At the heart of both lossy compression and clustering is a trade-off between the fidelity and size of the learned representation. Our goal is to map out and study the Pareto frontier that quantifies this trade-off. We focus on the Deterministic Information Bottleneck (DIB) formulation of lossy compression, wh...
quantumcomputing/8337_727e97d0fba054d9_5.txt
...(String), test1 (Integer), test2 (Integer), test3 (Integer) Analysis Processes 1. Display Input student name and test scores screen 2. Prompt for Student name 3. Prompt scores 4. Perform calculations 5. Provide student names, scores and total Input 1. Student Name 2. Test Scores Output 1. Display Student name, score...
quantumcomputing/24212_b745cf4a986576b6_46.txt
Magnetic particle imaging (MPI) is an emerging tracer-based imaging modality that employs the use of magnetic excitation to detect superparamagnetic iron oxide (SPIO) particles. MPI signal is only generated from SPIO and thus there is no signal from tissue. As well, the signal is linearly quantitative with SPIO concent...
quantumcomputing/32894_1a3242be6d6d31f8_393.txt
Mean field control (MFC) is an effective way to mitigate the curse of dimensionality of cooperative multi-agent reinforcement learning (MARL) problems. This work considers a collection of $N\_{\mathrm{pop}}$ heterogeneous agents that can be segregated into $K$ classes such that the $k$-th class contains $N\_k$ homogene...
quantumcomputing/32894_1996e1986c60b184_53.txt
Hierarchical clustering produces a cluster tree with different granularities. As a result, hierarchical clustering provides richer information and insight into a dataset than partitioning clustering. However, hierarchical clustering algorithms often have two weaknesses: scalability and the capacity to handle clusters o...
quantumcomputing/32894_c65187f488c01dde_996.txt
Machine learning models fail to perform when facing out-of-distribution (OOD) domains, a challenging task known as domain generalization (DG). In this work, we develop a novel DG training strategy, we call PGrad, to learn a robust gradient direction, improving models' generalization ability on unseen domains. The propo...
quantumcomputing/6245_1ce8550056d5e432_2.txt
The key reason I regard this as unlikely is that quantum mechanics is linear, in the same way that stochastic maps act linearly on probability distributions. This means that there is no physical process that can distinguish an arbitrary entangled state from an arbitrary non-entangled state, just as no test can determin...
quantumcomputing/22087_2e8b186cc94af5da_147.txt
The flavan-3-ols catechin and epicatechin, and their polymerized oligomers, the proanthocyanidins (PAs, also called condensed tannins), accumulate to levels of up to 15 % of the total weight of dry seeds of Theobroma cacao L. These compounds have been associated with several health benefits in humans. They also play i...
quantumcomputing/14994_cba8c028ccf9b6c3_277.txt
12.9 Conclusions and the Way Forward The CEMI field theory provides an elegant solution to many of the most intractable problems of consciousness and places consciousness within a secure physical framework that is amenable to experimental testing. The proposed interaction between the CEMI field and neuronal pathways rest...
quantumcomputing/17418_5a10099f90339dde_91.txt
Alice encodes a message by representing it as a string of fewer than 400 digits using, for example, some version of ASCII coding. If her message requires more than 400 digits she chops it up into smaller pieces. She interprets each such string as a number a less than TV. Using the coding number c and the value of N = p...
quantumcomputing/9339_a38937c5090409ef_718.txt
QKD protocol: CSS codes 1 : Alice creates n random bits, a random m bit key k, and two random n bit strings x and z. She encodes |k in the code CSSz,x (C1 , C2 ). She also encodes n qubits as |0 or |1 according to the bits. 2 : Alice randomly chooses n positions (out of 2n) and puts the qubits in these positi...
quantumcomputing/fc74a46a_14489.txt
Abeer A. AlSanad, Abdulrahman A. Mirza Sentiment Analysis for Arabic Reviews in Social Networks Using Machine Learning Mustafa Hammad, Mouhammd Al-awadi Pages 131-139 Download chapter PDF
quantumcomputing/21985_b745cf4a986576b6_371.txt
The tunability of the stacking order in van der Waals materials provides a new and powerful method to engineer their physical properties. In parallel-stacked transition metal dichalcogenides, also known as the rhombohedral stacking order, the equilibrium atomic structure is asymmetric between layers, leading to a spont...
quantumcomputing/22087_db9c0f2f4b6f960d_416.txt
This paper delves into the concept of a Turing complete universe, exploring its implications for the best policy zero player game and addressing the fundamental question of why anything exists or how something has always existed. I begin by examining the potential of a Turing complete universe to construct a universe m...
quantumcomputing/34793_e272bdff51b1eb10_251.txt
Co-training can achieve parameter-efficient multi-task models but remains unexplored for quantization-aware training. Our investigation shows that directly introducing co-training into existing quantization-aware training (QAT) methods results in significant performance degradation. Our experimental study identifies th...
quantumcomputing/3960_96169d905c875778_336.txt
I’m also not familiar with the American legal system as I’m from a country with codified law where re: standard of care wouldn’t be relevant for this particular case anyway. A doctor has the legal obligation to inform the patient about all known risks before the treatment. This, if I understood the article correctly, d...
quantumcomputing/26329_ff7da9bf12314062_10.txt
We can transform matter from one state to another by changing the temperature and pressure. A simple example we see every day is the melting of ice into water and then into steam. We can reverse this phase transition by cooling the steam. Sublimation is a process where solids convert into gases without melting. Some ex...
quantumcomputing/17677_54afc39d362d45d0_51.txt
In this talk, I will explore the fundamentals of radio communication around the human body to lead to the evolution of EQS-HBC and show recent advancements in the field which has a strong promise to become the future of Body Area Network (BAN). I will show the theoretical development of the first Bio-Physical Model of ...
quantumcomputing/9339_2ed2d1df17fe28a3_193.txt
Mateus Araujo #338, 368: Every interpretation of QM has some vagueness built in. They just exchange one kind of vagueness for another, and that seems to be inevitable. In the standard interpretation it is the ill – defined measurement process. In the original Everett version, the “ontological status” of the relative st...
quantumcomputing/2299_6acf32c49a1bbe4c_10.txt
In spite of its key relevance for analyzing algorithmic efficiency, a big-O analysis is not designed to provide a detailed accounting of the resources required for any specific problem size. That is not its purpose, rather it is focused on determining the asymptotic leading-order behavior of a function, and does not ac...
quantumcomputing/2276_017ea306de0d23e1_1.txt
> - `QuantumCircuit(4) # A QuantumCircuit with 4 qubits` > - `QuantumCircuit(4, 3) # A QuantumCircuit with 4 qubits and 3 classical bits` + If a list of python lists containing `Bit` objects, a collection of `Bit` s to be added to the circuit. * **name** (*str*") *| None*) – the name of the quantum circuit. If not set,...
quantumcomputing/9769_2ed2d1df17fe28a3_190.txt
For example, it seems as though we can define superposition as the effect of a commutative operator that collapses the wavefunction. Determining the prior state of the system, if we want to determine the order of arguments – the preimage of this operator – is non-deterministic, obeying Bell’s theorem. The output of suc...
quantumcomputing/aac14de8_121249.txt
displaystyle Z ,i _ 1 cdots i _ n J i n Z J left langle varphi i _ 1 cdots varphi i _ n right rangle _ J ,
quantumcomputing/22108_db9c0f2f4b6f960d_1970.txt
Many practical computing problems concern large graphs. Some examples include the Web graphs, various social networks and molecular datasets. The scale of these graphs introduces challenges to their ecient processing. One of the main issues in such problems is that most of the mentioned datasets cannot be t in the memo...
quantumcomputing/deedc84c_116496.txt
Another major approach uses trapped ions (electrically charged atoms) as qubits. Trapped-ion systems, pursued by groups at University of Maryland IonQ, Innsbruck, NIST and others, have achieved some of the highest gate fidelities in quantum computing. By 2019, ion-trap devices could reliably perform single- and two-qub...
quantumcomputing/8729_6b5eb0c4e42e043c_225.txt
A quick question: suppose we have two polynomials Pi and P2 of degree d. How many points can they be equal at (assuming they aren't identical)? Consider the difference Pi — Pi. Since this is also a polynomial of degree at most d, by the Fundamental Theorem of Algebra, it can have at most d distinct roots (again, assumi...
quantumcomputing/1629_ffec68556b99fa4a_176.txt
We have developed novel Monte Carlo methods for precisely calculating quantum spin-boson models and investigated the critical phenomena of the spin-Peierls systems. Three significant methods are presented. The first is a new optimization algorithm of the Markov chain transition kernel based on the geometric weight allo...
quantumcomputing/5147_2ed2d1df17fe28a3_51.txt
Or maybe it isn’t just the narrow discipline of mathematical thinking that is painting us into a corner. Another possibility that gives me shudders is maybe it is the very nature of our thinking itself. This idea, of course, goes back at least to Plato’s Cave. The obvious depressing problem with Plato’s allegory is tha...
quantumcomputing/22087_d746540042bdfe6c_197.txt
A basic problem in the theory of partially ordered vector spaces is to understand when order-isomorphisms are affine. This depends in a subtle way on the geometry of the cones involved. In this talk I will discuss some recent progress on this problem, mainly based on joint with van Gaans and van Imhoff. We will introdu...
quantumcomputing/8e3028cf_119834.txt
The CNOT gate is not only useful on its own - it is a key component in building other, more complex quantum logic gates. In fact, a variety of multi-qubit gates and operations can be constructed using CNOT gates combined with single-qubit gates. Cybersecurity professionals don't need to design circuits themselves, but ...
quantumcomputing/4693_ddf1e0774e10de9f_38.txt
Probability and statistics has either the frequentist objective foundation or the subjective or epistemic Bayesian foundation. In the first it tends to require the analyst have some full of a sample space. That is not always possible. In the Bayesian approach one imposes a prior probability and updates this as informa...
quantumcomputing/9769_2ed2d1df17fe28a3_21.txt
But the premise here is to restrict yourself to only look at reversible transformations. For such transformations, there is by definition no thermodynamic arrow of time, so your example doesn’t apply. And it is arguable that reversible (and deterministic) transformations are the only ones you should be looking at anywa...
quantumcomputing/21985_287971b0e2e2e18d_210.txt
``` Jesús Vigo Aguiar Foreword for the Special issue on CMMSE 2017 . . . . . . . . . . . . . . . . . . 1811--1812 L. Bayón and P. Fortuny Ayuso and J. M. Grau and M. M. Ruiz and P. M. Suárez CMMSE-17: general analytical laws for metabolic pathways . . . . . . . . . . . 1813--1825 Cosar Gözükirmizi and Metin Demiral...
quantumcomputing/20712_f21f706356b21da2_73.txt
High-level visual brain regions contain subareas in which neurons appear to respond more strongly to examples of a particular semantic category, like faces or bodies, rather than objects. However, recent work has shown that while this finding holds on average, some out-of-category stimuli also activate neurons in these...
quantumcomputing/22087_723fd0fbfe5d7a11_145.txt
The ZX-calculus is a graphical language for reasoning about quantum computing and quantum information theory. As a complete graphical language, it incorporates a set of axioms rich enough to derive any equation of the underlying formalism. While completeness of the ZX-calculus has been established for qubits and the Cl...
quantumcomputing/2276_a59c40b5e7e31a49_11.txt
Mateus: Yes, if you could approximate ω\*(G) up to an additive constant less than 1/2, that would let you simulate MIP\*(2,1) in some computable complexity class. The reason is just that a 2-prover, 1-round interactive protocol is *exactly* a 2-prover game! The verifier submits questions to the provers and receives ans...
quantumcomputing/32894_72cabeb6d560b66c_8.txt
Quantum Layout Synthesis (QLS) plays a crucial role in optimizing quantum circuit execution on physical quantum devices. As we enter the era where quantum computers have hundreds of qubits, optimal OLS tools face scalability issues, while heuristic methods suffer significant optimality gap due to the lack of global opt...
quantumcomputing/6245_808db5389f8f8e1e_275.txt
Since many amplitudes in quantum mechanics turn out to be complex numbers, most people assume that they all are and write row vectors with the complex conjugate amplitudes and probabilities as the absolute-value-squared of the amplitudes even if the coefficients turn out to be real numbers. If it turns out that an ampl...
quantumcomputing/3815_431a1652e9912a6f_72.txt
OpenQASM (Cross et al., 2017; Li et al., 2023b) and Qiskit are becoming de facto standards in the quantum computing field, a trend that has proven beneficial for interoperability and tool adoption. Their widespread adoption by the software testing and analysis community is helping to solidify the real-world impact of n...
quantumcomputing/9d4c9016_120008.txt
To stress this point, in this work we applied both single- and two-qubit gates, as well as a combination of the formers, on a two-qubit register, where the computational basis reads as 00 , 01 , 10 , 11 ket00ket01ket10ket11 ket 00 , ket 01 , ket 10 , ket 11 start_ARG 00 end_ARG , start_ARG 01 end_ARG ,...
quantumcomputing/24212_723fd0fbfe5d7a11_500.txt
``` @article{comfort2019circuit, author = {Comfort, Cole}, title = {{Circuit Relations for Real Stabilizers: Towards TOF+H}}, year = {2019}, journal = {arXiv preprint arXiv:1904.10614}, urldate = {2019-04-24}, link = {http://arxiv.org/abs/1904.10614}, keywords = {Completeness, Clifford Fragment, ZX-calculus, Toffoli, R...
quantumcomputing/22087_9f61e8bdec50f13b_293.txt
Measurements of long-range, collective azimuthal correlations involving heavy-flavor quarks provide a powerful tool for unraveling the origin of the collectivity observed in small collision systems. In particular, these measurements are sensitive to the early stages of the collisions. As compared to those for light fla...
quantumcomputing/9073_d4c5c8d60ac2c184_16.txt
| | | | | | --- | --- | --- | --- | | | |ψ⟩=a0⁢|0⟩+a1⁢|1⟩+a2⁢|2⟩+…+aD−1⁢|D−1⟩=[a0⁢θa1⁢θ…aD−1]ket𝜓subscript𝑎0ket0subscript𝑎1ket1subscript𝑎2ket2…subscript𝑎𝐷1ket𝐷1matrixsubscript𝑎0𝜃subscript𝑎1𝜃…subscript𝑎𝐷1\ket{\psi}=a\_{0}\ket{0}+a\_{1}\ket{1}+a\_{2}\ket{2}+...+a\_{D-1}\ket{D-1}=\begin{% bmatrix}a\_{0}\...
quantumcomputing/34011_a5801def072ec91c_1850.txt
Some of the complications involved in moving from general ethical prescriptions to concrete actions also mirror those regarding the movement from a craft prescription to the production of a craft object. For one, Aristotle holds that many or all general truths in ethics likewise hold only for the most part (*Nic. Eth.*...
quantumcomputing/9904_7ae05d4adf606362_149.txt
Proof of Lemma 4. Factor X/T → X/G into X/T → X/N → X/G. Because G/N is acyclic, the constant function 1 defines a global cohomology class on X/N that restricts to a generator of cohomology on each fiber G/N of X/N → X/G. By the Leray – Hirsch theorem, H ∗ (X/N )  H ∗ (X/G). Since X/T → X/N is a regular covering with gr...
quantumcomputing/9904_7ae05d4adf606362_238.txt
If we think of Z/4 as the 4th roots of unity inside C then the usual real structure on C induces one on Z/4. On the pin generator pg, this real structure is rG (pg) := pg−1 which means that it permutes the sheets, even of the reduced manifold R  Z/4. This permutation is necessary in order to make (rG , rM ) into a rea...
quantumcomputing/20750_ad4744a1e1e1b7e8_54.txt
Listing 3.15: The parameterized quantum circuit classifier 1 from qiskit import execute, Aer, QuantumCircuit 2 from math import sqrt 3 from sklearn.metrics import recall\_score, precision\_score, confusion\_matrix 4 5 def pqc\_classify(backend, passenger\_state): 6 """backend −− a qiskit backend to run the quantum circ...
quantumcomputing/22087_db9c0f2f4b6f960d_2612.txt
This study suggests a mechanical interpretation of Wheller’s model of the charge. According to the suggested interpretation, the oppositely charged particles are connected through the vortical lines of the current thus create a contour “input-output” whose parameters determine the properties of the charge and spin. De...
quantumcomputing/20750_b9f4dba190289805_1.txt
Using the CX-gate, we can create an XOR operation by placing two CX-gates in the circuit, with one on each input qubit, and storing the result on the same output qubit. Since the CX-gate will flip the output qubit if its input has a value of 1, the first qubit CX-gate operation will set the output to 1 if the input was...
quantumcomputing/ce202c2c_122336.txt
The building blocks or generators of the ZX-calculus are graphical representations of specific states, unitary operators, linear isometries, and projections in the computational basis 0 , 1 displaystyle 0 rangle , 1 rangle and the Hadamard-transformed basis 0 1 2 displaystyle rangle ...
quantumcomputing/8729_23e9aeec4fe3bb40_409.txt
The Math Behind the Adam Optimizer (16mn read) "Adam tweaks the gradient descent method by considering the moving average of the first and second-order moments of the gradient. This allows it to adapt the learning rates for each parameter intelligently. At its core, Adam is designed to adapt to the characteristics of t...
quantumcomputing/9339_622391702acffd65_24.txt
2.8 Depth The depth of a quantum circuit is the maximum number of stages or slices where each stage or slice represents a quantum gate or a number of quantum gates along the same vertical line. A quantum circuit is constructed using different quantum gates. These quantum gates are placed in different input lines. To fin...
quantumcomputing/5261b467_11867.txt
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons lice...
quantumcomputing/2565_180819832b759be4_22.txt
where h = 6.626 × 10−34 Js is called Planck’s constant. Often, the abbreviation ℏ = h/(2π) is used, pronounced “h bar”. What remains of Bohr’s atomic model is the existence of energy levels in atoms and the model of transitions between them. However, the idea that electrons move around the nucleus on fixed orbits, whic...
quantumcomputing/34011_a5801def072ec91c_547.txt
Given the plurality of developments of the concept within his school and the plurality of s offered by Brentano himself, one lesson to be drawn from this debate is that the scholastic terminology used by Brentano is much less informative than it has been taken to be. Brentano seems to use different terms for object-dir...
quantumcomputing/14732a97_125903.txt
A multi-controlled rotation gate around axis a corresponds to the matrix shown in Equation (5). This can be any axis, but in the paper, the multi-controlled R y and R z axes are mainly used. F m k ( R a ) d i a g j R a ( θ j ) R a ( θ 0 ) R a ( θ 2 k ) (5)
quantumcomputing/19a82573_113996.txt
Create 3-qubit entangled state ψ_b 1 np . sqrt ( 2 ) Statevector . from_label ( '000' ) 1 np . sqrt ( 2 ) Statevector . from_label ( '111' ) Display statevector in ket notation print ( 'Ket notation:' ) display ( ψ_b . draw ( 'latex' )) Display statevector in vector notation print ( 'Vector notation:' ) display...
quantumcomputing/21985_287971b0e2e2e18d_35.txt
``` M. L. Ellzey, Jr. Elements of irreducible tensorial matrices generated by finite groups with applications to ligand field Hamiltonians . . . . . . . . . . . . . . 1--13 J. H. Merkin and A. J. Poole and S. K. Scott and J. D. B. Smith and B. W. Thompson Analysis of the bromate-ferroin clock reaction . . . . . . ....
quantumcomputing/f2eb28bb_114415.txt
For mixed states, one considers the density operator. Any two-dimensional density operator ρ can be expanded using the identity I and the Hermitian, traceless Pauli matrices σ displaystyle vec sigma ,
quantumcomputing/34011_a5801def072ec91c_317.txt
The primary harm highlights how individuals are wronged in their capacity as knowers. Being treated as a purveyor of knowledge is an essential human value, so that when it is violated, one suffers an intrinsic injustice.  The human capacity for the giving and sharing of knowledge and information is central to our human...
quantumcomputing/22108_db9c0f2f4b6f960d_625.txt
The equivalence principle states that gravitational mass and inertial mass are two equivalent quantities, that in a gravitational field all bodies fall at the same rate during free fall in a vacuum regardless of their mass and composition. In the past, the free fall of bodies has been studied multiple times and the equ...
quantumcomputing/22108_db9c0f2f4b6f960d_503.txt
Light emitted from a multiple reflection device using a mirror and a half-mirror does not show interference fringes when the relative angle between the mirrors is zero, and the energy of the incident light and the outgoing light coincide at each point. On the other hand, when the relative angle is non-zero, interferenc...
quantumcomputing/175_40094682244c3a83_1837.txt
Feature selection, as a vital dimension reduction technique, reduces data dimension by identifying an essential subset of input features, which can facilitate interpretable insights into learning and inference processes. Algorithmic stability is a key characteristic of an algorithm regarding its sensitivity to perturba...
quantumcomputing/d61f2e4d_118572.txt
begin split left( begin array cc a_ 11 a_ 12 a_ 21 a_ 22 end array right) otimes left( begin array cc b_ 11 b_ 12 b_ 21 b_ 22 end array right) left( begin array cccc a_ 11 b_ 11 a_ 11 b_ 12 a_ 12 b_ 11 a_ 12 b_ 12 a_ 11 b_ 21 a_ 11 b_ 22 a_ 12 b_ 21 ...
quantumcomputing/d3a6c074_13753.txt
It supports majority of quantum gates including standard gates and custom gates. Devices which is a pre-built set of gates, is also supported by Cirq. A quantum circuit is a collection of moments which is the vertical slicing of the circuit. In Cirq, the circuits can be created either by iteration or appending circuit ...
quantumcomputing/3960_1525ece966560489_152.txt
There is one other important aspect of the Chinese innovation system, and that is it has largely been built from the bottom up. In other words, China was long a laggard and a copier and competed in sectors and parts of businesses that were more commodity-like and lower value added. The West, and especially the United S...
quantumcomputing/22108_db9c0f2f4b6f960d_2461.txt
The article by Tim Adamo titled "Twistor actions for gauge theory and gravity" considers the formulation of N=4 SUSY gauge theory directly in twistor space instead of Minkowski space. The author is able to deduce MHV formalism, tree level amplitudes, and planar loop amplitudes from action in twistor space. Also local o...
quantumcomputing/32894_72cabeb6d560b66c_333.txt
A severe read disturbance problem degrades the inference accuracy of a resistive RAM (ReRAM) based deep neural network (DNN) accelerator. Refresh, which reprograms the ReRAM cells, is the most obvious solution for the problem, but programming ReRAM consumes huge energy. To address the issue, we first analyze the resist...
quantumcomputing/14816_8f631342375c1193_11.txt
We present the results of Direct Numerical Simulations (DNS) of turbulent flows seeded with millions of passive inertial particles. The maximum Reynolds number is $Re\_{\lambda } \sim 200$. We study the case of particles much heavier than the carrier flows in the limit when the Stokes drag force dominates their dynamic...
quantumcomputing/22023_92440dc4f2998b42_9.txt
Using the ctrl\_state() method A ControlledGate may have one or more control qubits, each of which may actually be either control or anticontrol qubits (see the anticontrol example in “Using the to\_gate() method” on page 20). The ctrl\_state attribute holds an integer whose binary value represents which qubits are con...
quantumcomputing/ee8900a5_1716.txt
The existing Google-Colab platform can be utilized for quantum programming which provides ease of programming and run-time with GPU and TPU-accelerators. Limitation of Cirq: The Cirq tool is a pretty handy SDK for QC but it has several limitations discussed as follows: • Limited QC Support: Even though Cirq has the cap...
quantumcomputing/4693_ddf1e0774e10de9f_6.txt
Two, somewhat more philosophically, we run into issues of such theories being somewhat self-defeating: collecting evidence, we formulate a theory based on that evidence; but if that theory entails that the evidence we've built it on is spurious, we've never actually had any justification to propose it. Hence, accepting...
quantumcomputing/c4cc6b31_10738.txt
Little is currently known of the endogenous vascular response after injury. However calcitonin gene related peptide (CGRP) which is a potent vasodilator is markedly expressed around small vessels in the brain after injury.64
quantumcomputing/24212_9c55ec72d7e334c6_130.txt
We have developed a quantum annealing processor, based on an array of tunably coupled rf-SQUID flux qubits, fabricated in a superconducting integrated circuit process [1]. Implementing this type of processor at a scale of 512 qubits and 1472 programmable inter-qubit couplers and operating at ∼ 20 mK has required attent...
quantumcomputing/20712_73a38e5351f0bd0f_140.txt
It is interesting to note that low pH alone does not satisfy the latter two criteria, but that an indicator of birth depression is needed in order to provide a strong correlation with neonatal conditions. One interpretation of this observation is that birth depression signifies prolonged duration of acidosis. Babies wi...
quantumcomputing/14816_5f2deb247b7d4485_181.txt
objects within the field of view of the telescope to be observed with compensated seeing. However, it was not always possible to find a star bright enough within the same field of view as an object of interest, making the use of adaptive optics hit-or-miss. What was needed was a technique that could provide an adaptive...
quantumcomputing/22087_69ca229ec5299de3_1469.txt
We consider the $\textit{linearly transformed spiked model}$, where observations $Y\_i$ are noisy linear transforms of unobserved signals of interest $X\_i$: $$Y\_i = A\_i X\_i + \varepsilon\_i,$$ for $i=1,\ldots,n$. The transform matrices $A\_i$ are also observed. We model $X\_i$ as random vectors lying on an unknown ...
quantumcomputing/20712_2ed2d1df17fe28a3_208.txt
For instance, the kinetic theory. It leaves out the detailed of the individual gas molecules (regarded as “particle”s), simply because there are too many of them. But the theory is useful. “Useful” doesn’t mean “fundamental”. The kinetic theory gets going by partitioning the system state, and then populating those par...
quantumcomputing/22087_db9c0f2f4b6f960d_1018.txt
This paper shows that a simple and relativistic extension of Newtonian gravity leads to predictions that fits super- nova observations of magnitude versus redshift very well without having to rely on the hypothesis of dark energy. In order to test the concept, we look at 580 supernova data points from the Union2 databa...
quantumcomputing/d7cc230b_8240.txt
The first step is to collect all the articles from 2017 to 2023, we have selected this period because it corresponds to the beginning of the rise and growth of quantum devices, as well as the proliferation and possible use of noisy quantum computers or noisy intermediate-scale quantum (NISQ) devices Preskill2018quantum...
quantumcomputing/14816_5f2deb247b7d4485_290.txt
Entanglement and the EPR Paradox Despite the quantum hypothesis of Max Planck in 1900, Einstein can rightly be considered to be the father of the quantum when he introduced the quantum of light, what we call the photon, in his 1905 paper in Annalen der Physik.3 Planck had understood the need for a quantum discontinuity...
quantumcomputing/32894_1a8f0330de3b41ea_519.txt
Recent studies have delved into constructing generalist agents for open-world environments like Minecraft. Despite the encouraging results, existing efforts mainly focus on solving basic programmatic tasks, e.g., material collection and tool-crafting following the Minecraft tech-tree, treating the ObtainDiamond task as...
quantumcomputing/37355_e4427061f6aeb8f8_455.txt
c) Suppose that Alice, Bob, and Eve just one copy of the GHZ state φABE . Find a protocol such that, after one unit of coherent classical communication + + + from Alice to Bob, √ the d state becomes |φ iAB ⊗|φ iBE , where |φ i = (|00i + |11i) / 2 is a maximally entangled Bell pair. d) Now suppose that Alice, Bob, and ...
quantumcomputing/34011_a5801def072ec91c_1858.txt
Utilitarians are explicit in the importance of impartiality, namely that the well-being of any one individual is no more important than the well-being of anyone else. This is also found in Mozi’s writings. The term *jian’ai* is often translated as “universal love”, but it is better understood as impartial care or conce...
quantumcomputing/22087_69ca229ec5299de3_1972.txt
Markov chain Monte Carlo (MCMC) methods are state-of-the-art techniques for numerical integration. MCMC methods yield estimators that converge to integrals of interest in the limit of the number of iterations, obtained from Markov chains that converge to stationarity. This iterative asymptotic justification is not idea...
quantumcomputing/d4bd9a97_121061.txt
is the action) of the classical problem in which one investigates the path starting at time t 0 and ending at time t t f , and D x displaystyle mathcal D mathbf x denotes the integration measure over all paths. In the classical limit, S x ℏ displaystyle mathcal S mathbf x gg hbar , the...
quantumcomputing/4628_f9ab73a74dab0c06_328.txt
Zn–BMSB–Zn particles (3a) are fluorescent in the red and green regions of the spectrum (Fig. 2b and c) as a result of the highly fluorescent BMSB building block, 2a (ref. 24). Indeed, the emission spectra of the polymer particles 3a and monomer building block 2a are nearly identical (Supplementary Fig. 2). When pentane...
quantumcomputing/1a9013e3_120312.txt
It can be seen that for a linearly polarized state, M will be a line in the xy plane, with length 2 and its middle in the origin, and whose slope equals to tan( θ ) . For a circularly polarized state, M will be a circle with radius 1 2 and with the middle in the origin.
quantumcomputing/22108_631c6c965b457739_82.txt
Tinyanont, Samaporn and Woosley, Stan E. and Taggart, Kirsty and Foley, Ryan J. and Yan, Lin and Lunnan, Ragnhild and Davis, Kyle W. and Kilpatrick, Charles D. and Siebert, Matthew R. and Schulze, Steve and Ashall, Chris and Chen, Ting-Wan and De, Kishalay and Dimitriadis, Georgios and Dong, Dillon Z. and Fremling, Chr...
quantumcomputing/32894_c65187f488c01dde_480.txt
Auxiliary tasks improve the representations learned by deep reinforcement learning agents. Analytically, their effect is reasonably well-understood; in practice, how-ever, their primary use remains in support of a main learning objective, rather than as a method for learning representations. This is perhaps surprising ...
quantumcomputing/13334_db9c0f2f4b6f960d_1807.txt
This is a short paper on the maximum possible momentum for subatomic particles, as well as on the relativistic energy-momentum relationship for a Planck mass. This paper builds significantly on the maximum velocity for subatomic particles introduced by [1, 2, 3] and I strongly recommend reading an earlier paper [1] bef...
quantumcomputing/16341_d2459b6037275255_81.txt
We can also compute measures of distance from stabilizer states, also known as ‘magic’, using the additive Bell magic measure in ref. 53."), which only requires O(1) number of samples and O(*N*) classical post-processing time. To do so, we randomly sample subsets of four measured Bell-basis bitstrings **r**, **r**′, **...