Quantum Machine Learning

290 papers from Europe PMC

Quantum Machine Learning Research Context

This category covers quantum machine learning research, including quantum kernels, variational classifiers, hybrid learning systems, generative models, and QML benchmarks.

Showing 217-228 of 290

Theoretical description and experimental simulation of quantum entanglement near open time-like curves via pseudo-density operators.

Marletto C, Vedral V, Virzì S, Rebufello E, Avella A, Piacentini F, Gramegna M, Degiovanni IP, Genovese M, Genovese M.

2019 Europe PMC Nat Commun

Training of quantum circuits on a hybrid quantum computer.

Zhu D, Linke NM, Benedetti M, Landsman KA, Nguyen NH, Alderete CH, Perdomo-Ortiz A, Korda N, Garfoot A, Brecque C, Egan L, Perdomo O, Monroe C.

2019 Europe PMC Sci Adv

64-qubit quantum circuit simulation.

Chen ZY, Zhou Q, Xue C, Yang X, Guo GC, Guo GP.

2018 Europe PMC Sci Bull (Beijing)

A Comparison of the Bravyi-Kitaev and Jordan-Wigner Transformations for the Quantum Simulation of Quantum Chemistry.

Tranter A, Love PJ, Mintert F, Coveney PV.

2018 Europe PMC J Chem Theory Comput

A two-qubit molecular architecture for electron-mediated nuclear quantum simulation.

Atzori M, Chiesa A, Morra E, Chiesa M, Sorace L, Carretta S, Sessoli R.

2018 Europe PMC Chem Sci

Double Quantum Image Encryption Based on Arnold Transform and Qubit Random Rotation.

Liu X, Xiao D, Liu C.

2018 Europe PMC Entropy (Basel)

Implementation of an efficient linear-optical quantum router.

Bartkiewicz K, Černoch A, Lemr K.

2018 Europe PMC Sci Rep

One-out-of-two Quantum Oblivious Transfer based on Nonorthogonal States.

Chou YH, Zeng GJ, Kuo SY.

2018 Europe PMC Sci Rep

Quantum Artificial Life in an IBM Quantum Computer.

Alvarez-Rodriguez U, Sanz M, Lamata L, Solano E.

2018 Europe PMC Sci Rep

Quantum++: A modern C++ quantum computing library.

Gheorghiu V.

2018 Europe PMC PLoS One

Validating quantum-classical programming models with tensor network simulations.

McCaskey A, Dumitrescu E, Chen M, Lyakh D, Humble T.

2018 Europe PMC PLoS One

Application of optimal band-limited control protocols to quantum noise sensing.

Frey VM, Mavadia S, Norris LM, de Ferranti W, Lucarelli D, Viola L, Biercuk MJ.

2017 Europe PMC Nat Commun