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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Julius Wallnöfer, Alexey A. Melnikov, Wolfgang Dür, Hans J. Briegel
Predicting quantum advantage by quantum walk with convolutional neural networks
New Journal of Physics 21, 125002 (2019)
Alexey A. Melnikov, Leonid E. Fedichkin, Alexander Alodjants
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Alexey A. Melnikov, Leonid E. Fedichkin, Alexander Alodjants
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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Alexey A. Melnikov, Aleksandr P. Alodjants, Leonid E. Fedichkin
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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Alexey A. Melnikov, Hendrik Poulsen Nautrup, Mario Krenn, Vedran Dunjko, Markus Tiersch, Anton Zeilinger, Hans J. Briegel
Benchmarking projective simulation in navigation problems
IEEE Access 6, 64639-64648 (2018)
Alexey A. Melnikov, Adi Makmal, Hans J. Briegel
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Alexey A. Melnikov, Adi Makmal, Hans J. Briegel
Fermionic entanglement via quantum walks in quantum dots
AIP Conference Proceedings 1936, 020025 (2018)
Alexey A. Melnikov, Leonid E. Fedichkin
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Alexey A. Melnikov, Leonid E. Fedichkin
Projective simulation with generalization
Scientific Reports 7, 14430 (2017)
Alexey A. Melnikov, Adi Makmal, Vedran Dunjko, Hans J. Briegel
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Alexey A. Melnikov, Adi Makmal, Vedran Dunjko, Hans J. Briegel
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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Alexey A. Melnikov, Leonid E. Fedichkin
Meta-learning within projective simulation
IEEE Access 4, 2110–2122 (2016)
Adi Makmal, Alexey A. Melnikov, Vedran Dunjko, Hans J. Briegel
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Adi Makmal, Alexey A. Melnikov, Vedran Dunjko, Hans J. Briegel
Continuous-time quantum walk of two interacting fermions on a cycle graph
Proceedings SPIE 10224, International Conference on Micro- and Nano-Electronics 2016, 102242L (2016)
Alexey A. Melnikov, Leonid E. Fedichkin
Publisher's website
Alexey A. Melnikov, Leonid E. Fedichkin