Setting up experimental Bell tests with reinforcement learning
Physical Review Letters 125 (16), 160401 (2020)
Alexey A. Melnikov, Pavel Sekatski, Nicolas Sangouard
Publisher's website
BibTeX Alexey A. Melnikov, Pavel Sekatski, Nicolas Sangouard
BibTeX
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
Publisher's website
BibTeX Alexey A. Melnikov, Leonid E. Fedichkin, Ray-Kuang Lee, Alexander Alodjants
BibTeX
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
Publisher's website
BibTeX Alexey A. Melnikov, Leonid E. Fedichkin, Alexander Alodjants
BibTeX
Machine learning for long-distance quantum communication
PRX Quantum 1 (1), 010301 (2020)
Julius Wallnöfer, Alexey A. Melnikov, Wolfgang Dür, Hans J. Briegel
Publisher's website
BibTeX Julius Wallnöfer, Alexey A. Melnikov, Wolfgang Dür, Hans J. Briegel
BibTeX
Benchmarking projective simulation in navigation problems
IEEE Access 6, 64639-64648 (2018)
Alexey A. Melnikov, Adi Makmal, Hans J. Briegel
Publisher's website
BibTeX Alexey A. Melnikov, Adi Makmal, Hans J. Briegel
BibTeX
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
Publisher's website
BibTeX Alexey A. Melnikov, Hendrik Poulsen Nautrup, Mario Krenn, Vedran Dunjko, Markus Tiersch, Anton Zeilinger, Hans J. Briegel
BibTeX
Projective simulation with generalization
Scientific Reports 7, 14430 (2017)
Alexey A. Melnikov, Adi Makmal, Vedran Dunjko, Hans J. Briegel
Publisher's website
BibTeX Alexey A. Melnikov, Adi Makmal, Vedran Dunjko, Hans J. Briegel
BibTeX
Quantum walks of interacting fermions on a cycle graph
Scientific Reports 6, 34226 (2016)
Alexey A. Melnikov, Leonid E. Fedichkin
Publisher's website
BibTeX Alexey A. Melnikov, Leonid E. Fedichkin
BibTeX
Meta-learning within projective simulation
IEEE Access 4, 2110–2122 (2016)
Adi Makmal, Alexey A. Melnikov, Vedran Dunjko, Hans J. Briegel
Publisher's website
BibTeX Adi Makmal, Alexey A. Melnikov, Vedran Dunjko, Hans J. Briegel
BibTeX
Coherent controlization using superconducting qubits
Scientific Reports 5, 18036 (2015)
Nicolai Friis, Alexey A. Melnikov, Gerhard Kirchmair, Hans J. Briegel
Publisher's website
BibTeX Nicolai Friis, Alexey A. Melnikov, Gerhard Kirchmair, Hans J. Briegel