Setting up experimental Bell tests with reinforcement learning
Physical Review Letters 125 (16), 160401 (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 for long-distance quantum communication
PRX Quantum 1 (1), 010301 (2020)
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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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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Deep neural networks classifying transfer efficiency in complex networks
IEEE 2020 Opto-Electronics and Communications Conference, pp. 1-3 (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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On training a classifier of hitting times for quantum walks
AIP Conference Proceedings 2241, 020029 (2020)
Alexey A. Melnikov, Leonid E. Fedichkin, Alexander Alodjants
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BibTeX Alexey A. Melnikov, Leonid E. Fedichkin, Alexander Alodjants
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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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BibTeX 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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BibTeX Alexey A. Melnikov, Leonid E. Fedichkin