Setting up experimental Bell test with reinforcement learning
arXiv:2005.01697 (2020)
Alexey A. Melnikov, Pavel Sekatski, Nicolas Sangouard
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BibTeX Alexey A. Melnikov, Pavel Sekatski, Nicolas Sangouard
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Machine learning transfer efficiencies for noisy quantum walks
Advanced Quantum Technologies 3 (4), 1900115 (2020)
Alexey A. Melnikov, Leonid E. Fedichkin, Ray-Kuang Lee, Alexander Alodjants
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BibTeX Alexey A. Melnikov, Leonid E. Fedichkin, Ray-Kuang Lee, Alexander Alodjants
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Machine learning for long-distance quantum communication
arXiv:1904.10797 (2019)
Julius Wallnöfer, Alexey A. Melnikov, Wolfgang Dür, Hans J. Briegel
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BibTeX Julius Wallnöfer, Alexey A. Melnikov, Wolfgang Dür, Hans J. Briegel
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Predicting quantum advantage by quantum walk with convolutional neural networks
New Journal of Physics 21 (12), 125002 (2019)
Alexey A. Melnikov, Leonid E. Fedichkin, Alexander Alodjants
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Hitting time for quantum walks of identical particles
Proc. SPIE 11022, International Conference on Micro- and Nano-Electronics 2018, 110222J (2019)
Alexey A. Melnikov, Aleksandr P. Alodjants, Leonid E. Fedichkin
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BibTeX Alexey A. Melnikov, Aleksandr P. Alodjants, Leonid E. Fedichkin
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Active learning machine learns to create new quantum experiments
Proceedings of the National Academy of Sciences 115 (6), 1221–1226 (2018)
Alexey A. Melnikov, Hendrik Poulsen Nautrup, Mario Krenn, Vedran Dunjko, Markus Tiersch, Anton Zeilinger, Hans J. Briegel
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BibTeX Alexey A. Melnikov, Hendrik Poulsen Nautrup, Mario Krenn, Vedran Dunjko, Markus Tiersch, Anton Zeilinger, Hans J. Briegel
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Benchmarking projective simulation in navigation problems
IEEE Access 6, 64639-64648 (2018)
Alexey A. Melnikov, Adi Makmal, Hans J. Briegel
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Fermionic entanglement via quantum walks in quantum dots
AIP Conference Proceedings 1936, 020025 (2018)
Alexey A. Melnikov, Leonid E. Fedichkin
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Projective simulation with generalization
Scientific Reports 7, 14430 (2017)
Alexey A. Melnikov, Adi Makmal, Vedran Dunjko, Hans J. Briegel
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Entanglement dynamics of two electrons in noisy quantum walks
Proceedings IEEE, Progress In Electromagnetics Research Symposium - Spring (PIERS) 2017, 2900-2903 (2017)
Alexey A. Melnikov, Leonid E. Fedichkin
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BibTeX Alexey A. Melnikov, Leonid E. Fedichkin