Publications : Journal articles

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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Projective simulation with generalization

Scientific Reports 7, 14430 (2017)
Alexey A. Melnikov, Adi Makmal, Vedran Dunjko, Hans J. Briegel
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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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Quantum walks of interacting fermions on a cycle graph

Scientific Reports 6, 34226 (2016)
Alexey A. Melnikov, Leonid E. Fedichkin
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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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Coherent controlization using superconducting qubits

Scientific Reports 5, 18036 (2015)
Nicolai Friis, Alexey A. Melnikov, Gerhard Kirchmair, Hans J. Briegel
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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

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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Quantum error correction in silicon charge qubits

Russian Microelectronics 42 (3), 148–154 (2013)
Alexey A. Melnikov, Leonid E. Fedichkin
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