Alexey Melnikov

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Leonid FedichkinMoscow Institute of Physics and TechnologyVerified email at phystech.edu
Hans J BriegelProfessor of Theoretical Physics, University of InnsbruckVerified email at uibk.ac.at
Vedran DunjkoVerified email at liacs.leidenuniv.nl
Adi MakmalThe Engineering Faculty, Bar Ilan University, IsraelVerified email at biu.ac.il
Mario KrennMax Planck Institute for the Science of LightVerified email at mpl.mpg.de
Anton ZeilingerUniversity of ViennaVerified email at univie.ac.at
Hendrik Poulsen NautrupUniversität InnsbruckVerified email at uibk.ac.at
Ray-Kuang LeeNational Tsing Hua UniversityVerified email at ee.nthu.edu.tw
Wolfgang DürAssociate Professor of Theoretical Physics, University of InnsbruckVerified email at uibk.ac.at
Mario ZimanInstitute of Physics, Slovak Academy of Sciences, BratislavaVerified email at savba.sk
Sergey FilippovValiev Institute of Physics and Technology RAS; Steklov Mathematical Institute RASVerified email at phystech.edu
Gerhard KirchmairUniv. Prof. University of InnsbruckVerified email at uibk.ac.at
Nicolai FriisInstitute of Atomic and Subatomic Physics (Atominstitut), TU WienVerified email at tuwien.ac.at
Pavel SekatskiSenior scientist, University of GenevaVerified email at uibk.ac.at
Nicolas SangouardCEAVerified email at cea.fr
Louis VervoortProfessor, School of Advanced Studies, University of Tyumen, Russian FederationVerified email at utmn.ru
Artem A. MelnikovTerra Quantum AGVerified email at phystech.edu
Michael R. PerelshteinAalto University, Terra Quantum AGVerified email at aalto.fi
Florian NeukartAsst. ProfessorVerified email at umail.leidenuniv.nl

Alexey Melnikov

Terra Quantum AG, Switzerland

Verified email at terraquantum.swiss - Homepage

Quantum machine learning Quantum information theory Artificial intelligence


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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	243	2018
Machine learning for long-distance quantum communication J Wallnöfer, AA Melnikov, W Dür, HJ Briegel PRX Quantum 1 (1), 010301, 2020	58	2020
Dissociation and annihilation of multipartite entanglement structure in dissipative quantum dynamics SN Filippov, AA Melnikov, M Ziman Physical Review A 88 (6), 062328, 2013	45	2013
Projective simulation with generalization AA Melnikov, A Makmal, V Dunjko, HJ Briegel Scientific reports 7 (1), 1-14, 2017	40	2017
Quantum walks of interacting fermions on a cycle graph AA Melnikov, LE Fedichkin Scientific reports 6 (1), 1-13, 2016	40	2016
Coherent controlization using superconducting qubits N Friis, AA Melnikov, G Kirchmair, HJ Briegel Scientific reports 5 (1), 1-11, 2015	38	2015
Meta-learning within projective simulation A Makmal, AA Melnikov, V Dunjko, HJ Briegel IEEE Access 4, 2110-2122, 2016	31	2016
Predicting quantum advantage by quantum walk with convolutional neural networks AA Melnikov, LE Fedichkin, A Alodjants New Journal of Physics 21 (12), 125002, 2019	26	2019
Setting up experimental Bell tests with reinforcement learning AA Melnikov, P Sekatski, N Sangouard Physical Review Letters 125 (16), 160401, 2020	24	2020
Projective simulation applied to the grid-world and the mountain-car problem AA Melnikov, A Makmal, HJ Briegel arXiv preprint arXiv:1405.5459, 2014	23	2014
Benchmarking projective simulation in navigation problems AA Melnikov, A Makmal, HJ Briegel IEEE Access 6, 64639-64648, 2018	17	2018
Machine learning transfer efficiencies for noisy quantum walks AA Melnikov, LE Fedichkin, RK Lee, A Alodjants Advanced Quantum Technologies 3 (4), 1900115, 2020	12	2020
Continuous-time quantum walk of two interacting fermions on a cycle graph AA Melnikov, LE Fedichkin International Conference on Micro-and Nano-Electronics 2016 10224, 102242L, 2016	9	2016
Quantum error correction in silicon charge qubits AA Melnikov, LE Fedichkin Russian Microelectronics 42 (3), 148-154, 2013	9	2013
Measure of decoherence in quantum error correction for solid-state quantum computing AA Melnikov, LE Fedichkin International Conference Micro-and Nano-Electronics 2012 8700, 87001H, 2013	8	2013
Quantum walks of identical particles AA Melnikov, LE Fedichkin Proceedings of Institute of Physics and Technology of RAS 24, 37-47, 2014	6	2014
Entanglement dynamics of two electrons in noisy quantum walks AA Melnikov, LE Fedichkin 2017 Progress In Electromagnetics Research Symposium-Spring (PIERS), 2900-2903, 2017	5	2017
On training a classifier of hitting times for quantum walks AA Melnikov, LE Fedichkin, A Alodjants AIP Conference Proceedings 2241 (1), 020029, 2020	4	2020
Hitting time for quantum walks of identical particles AA Melnikov, AP Alodjants, LE Fedichkin International Conference on Micro-and Nano-Electronics 2018 11022, 659-666, 2019	4	2019
Fermionic entanglement via quantum walks in quantum dots AA Melnikov, LE Fedichkin AIP Conference Proceedings 1936 (1), 020025, 2018	4	2018

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