Quantum Machine Learning

290 papers from Europe PMC

Showing 133-144 of 290

Provable bounds for noise-free expectation values computed from noisy samples.

Barron SV, Egger DJ, Pelofske E, Bärtschi A, Eidenbenz S, Lehmkuehler M, Woerner S.

2024 Europe PMC Nat Comput Sci

Quantifying entanglement for unknown quantum states via artificial neural networks.

Pan GZ, Yang M, Zhou J, Yuan H, Miao C, Zhang G.

2024 Europe PMC Sci Rep

Quantum annealing for nearest neighbour compliance problem.

Müller S, Phillipson F.

2024 Europe PMC Sci Rep

Quantum Circuit Architecture Search on a Superconducting Processor.

Linghu K, Qian Y, Wang R, Hu MJ, Li Z, Li X, Xu H, Zhang J, Ma T, Zhao P, Liu DE, Hsieh MH, Wu X, Du Y, Tao D, Jin Y, Yu H.

2024 Europe PMC Entropy (Basel)

Quantum Simulation of Spin-Boson Models with Structured Bath

Kim J, Sun K, Kang M, Nuomin H, Schwartz G, Brown K, Beratan D.

2024 Europe PMC Europe PMC

Regression of Concurrence via Local Unitary Invariants.

Li M, Wang W, Zhang X, Wang J, Li L, Shen S.

2024 Europe PMC Entropy (Basel)

Regressions on quantum neural networks at maximal expressivity.

Panadero I, Ban Y, Espinós H, Puebla R, Casanova J, Torrontegui E.

2024 Europe PMC Sci Rep

Robustly learning the Hamiltonian dynamics of a superconducting quantum processor.

Hangleiter D, Roth I, Fuksa J, Eisert J, Roushan P.

2024 Europe PMC Nat Commun

Shortcut to chemically accurate quantum computing via density-based basis-set correction.

Traore D, Adjoua O, Feniou C, Lygatsika IM, Maday Y, Posenitskiy E, Hammernik K, Peruzzo A, Toulouse J, Giner E, Piquemal JP.

2024 Europe PMC Commun Chem

Solving the B-SAT Problem Using Quantum Computing: Smaller Is Sometimes Better.

Bennakhi A, Byrd GT, Franzon P.

2024 Europe PMC Entropy (Basel)

Toward Quantum Noses: Quantum Chemosensing Based on Molecular Qubits in Metal-Organic Frameworks.

Yamauchi A, Yanai N.

2024 Europe PMC Acc Chem Res

Transpiling Quantum Assembly Language Circuits to a Qudit Form.

Drozhzhin DA, Nikolaeva AS, Kiktenko EO, Fedorov AK.

2024 Europe PMC Entropy (Basel)