Machine learning transfer efficiencies for noisy quantum walks
Advanced Quantum Technologies 3, 1900115 (2020)
Alexey A. Melnikov, Leonid E. Fedichkin, Ray-Kuang Lee, Alexander Alodjants
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Alexey A. Melnikov, Leonid E. Fedichkin, Ray-Kuang Lee, Alexander Alodjants
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
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
Quantum walks of interacting fermions on a cycle graph
Scientific Reports 6, 34226 (2016)
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
Coherent controlization using superconducting qubits
Scientific Reports 5, 18036 (2015)
Nicolai Friis, Alexey A. Melnikov, Gerhard Kirchmair, Hans J. Briegel
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Nicolai Friis, Alexey A. Melnikov, Gerhard Kirchmair, Hans J. Briegel
Influence of sustainability indicator on planned volume of company sales
Design and Technology 44 (86), 103–110 (2014)
L. V. Nefedova, A. I. Afanasyeva, I. V. Aksenova, A. A. Melnikov
L. V. Nefedova, A. I. Afanasyeva, I. V. Aksenova, A. A. Melnikov
Projective simulation applied to the grid-world and the mountain-car problem
Artificial Intelligence Research 3 (3), 24-34 (2014)
Alexey A. Melnikov, Adi Makmal, Hans J. Briegel
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Alexey A. Melnikov, Adi Makmal, Hans J. Briegel
Dissociation and annihilation of multipartite entanglement structure in dissipative quantum dynamics
Physical Review A 88, 062328 (2013)
Sergey N. Filippov, Alexey A. Melnikov, Mário Ziman
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Sergey N. Filippov, Alexey A. Melnikov, Mário Ziman
Quantum error correction in silicon charge qubits
Russian Microelectronics 42 (3), 148–154 (2013)
Alexey A. Melnikov, Leonid E. Fedichkin
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Alexey A. Melnikov, Leonid E. Fedichkin