
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
Publisher's website
BibTeX Alexey A. Melnikov, Leonid E. Fedichkin, Ray-Kuang Lee, Alexander Alodjants
BibTeX

On training a classifier of hitting times for quantum walks
AIP Conference Proceedings 2241, 020029 (2020)
Alexey A. Melnikov, Leonid E. Fedichkin, Alexander Alodjants
Publisher's website
BibTeX Alexey A. Melnikov, Leonid E. Fedichkin, Alexander Alodjants
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

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
Publisher's website
BibTeX Alexey A. Melnikov, Aleksandr P. Alodjants, Leonid E. Fedichkin
BibTeX

Fermionic entanglement via quantum walks in quantum dots
AIP Conference Proceedings 1936, 020025 (2018)
Alexey A. Melnikov, Leonid E. Fedichkin
Publisher's website
BibTeX Alexey A. Melnikov, Leonid E. Fedichkin
BibTeX

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
Publisher's website
BibTeX Alexey A. Melnikov, Leonid E. Fedichkin
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

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
BibTeX Alexey A. Melnikov, Leonid E. Fedichkin
BibTeX

Quantum walks of identical particles
Proceedings of the Institute of Physics and Technology of RAS 24, 37-47 (2014)
Alexey A. Melnikov, Leonid E. Fedichkin
BibTeX Alexey A. Melnikov, Leonid E. Fedichkin