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Alexey Melnikov
Alexey Melnikov
Terra Quantum AG, Switzerland
Verified email at terraquantum.swiss - Homepage
Title
Cited by
Cited by
Year
Active learning machine learns to create new quantum experiments
AA Melnikov, HP Nautrup, M Krenn, V Dunjko, M Tiersch, A Zeilinger, ...
Proceedings of the National Academy of Sciences 115 (6), 1221-1226, 2018
3212018
Machine learning for long-distance quantum communication
J Wallnöfer, AA Melnikov, W Dür, HJ Briegel
PRX Quantum 1 (1), 010301, 2020
992020
Projective simulation with generalization
AA Melnikov, A Makmal, V Dunjko, HJ Briegel
Scientific reports 7 (1), 14430, 2017
512017
Dissociation and annihilation of multipartite entanglement structure in dissipative quantum dynamics
SN Filippov, AA Melnikov, M Ziman
Physical Review A 88 (6), 062328, 2013
502013
Quantum walks of interacting fermions on a cycle graph
AA Melnikov, LE Fedichkin
Scientific reports 6 (1), 34226, 2016
472016
Coherent controlization using superconducting qubits
N Friis, AA Melnikov, G Kirchmair, HJ Briegel
Scientific reports 5 (1), 18036, 2015
452015
Predicting quantum advantage by quantum walk with convolutional neural networks
AA Melnikov, LE Fedichkin, A Alodjants
New Journal of Physics 21 (12), 125002, 2019
422019
Setting up experimental Bell tests with reinforcement learning
AA Melnikov, P Sekatski, N Sangouard
Physical Review Letters 125 (16), 160401, 2020
402020
Quantum Machine Learning: from physics to software engineering
A Melnikov, M Kordzanganeh, A Alodjants, RK Lee
Advances in Physics: X 8 (1), 2165452, 2023
382023
Meta-learning within projective simulation
A Makmal, AA Melnikov, V Dunjko, HJ Briegel
IEEE Access 4, 2110-2122, 2016
382016
Hybrid quantum ResNet for car classification and its hyperparameter optimization
A Sagingalieva, M Kordzanganeh, A Kurkin, A Melnikov, D Kuhmistrov, ...
Quantum Machine Intelligence 5 (2), 38, 2023
29*2023
Hybrid quantum neural network for drug response prediction
A Sagingalieva, M Kordzanganeh, N Kenbayev, D Kosichkina, ...
Cancers 15 (10), 2705, 2023
262023
Practical application-specific advantage through hybrid quantum computing
M Perelshtein, A Sagingalieva, K Pinto, V Shete, A Pakhomchik, ...
arXiv preprint arXiv:2205.04858, 2022
262022
Projective simulation applied to the grid-world and the mountain-car problem
AA Melnikov, A Makmal, HJ Briegel
arXiv preprint arXiv:1405.5459, 2014
252014
Machine learning transfer efficiencies for noisy quantum walks
AA Melnikov, LE Fedichkin, RK Lee, A Alodjants
Advanced Quantum Technologies 3 (4), 1900115, 2020
212020
Benchmarking projective simulation in navigation problems
AA Melnikov, A Makmal, HJ Briegel
IEEE Access 6, 64639-64648, 2018
212018
Benchmarking simulated and physical quantum processing units using quantum and hybrid algorithms
M Kordzanganeh, M Buchberger, B Kyriacou, M Povolotskii, W Fischer, ...
Advanced Quantum Technologies 6 (8), 2300043, 2023
192023
Quantum algorithms applied to satellite mission planning for Earth observation
S Rainjonneau, I Tokarev, S Iudin, S Rayaprolu, K Pinto, ...
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023
172023
Quantum machine learning for image classification
A Senokosov, A Sedykh, A Sagingalieva, A Melnikov
arXiv preprint arXiv:2304.09224, 2023
162023
An exponentially-growing family of universal quantum circuits
M Kordzanganeh, P Sekatski, L Fedichkin, A Melnikov
Machine Learning: Science and Technology 4 (3), 035036, 2023
132023
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