Concepedia

Alexey Melnikov

AM

Statistics

Publications

53

Citations

2K

H-Index

25

Active since

1982

Affiliations

Institute of Spectroscopy(Current)

Terra Quantum (Switzerland)

Universität Innsbruck

Institute of Chemical Kinetics and Combustion

Russian Academy of Sciences

Alexey Melnikov is an author at Institute of Spectroscopy specializing in physics, natural sciences, and computing.

Publications per year

1982–2024

53

Publications

53

Active learning machine learns to create new quantum experiments

Alexey Melnikov, Hendrik Poulsen Nautrup, Mario Krenn et al. · Proceedings of the National Academy of Sciences · 2018 · 309 citations · Full text

Computing, Computer Science, Physics +13

Quantum machine learning for image classification

Arsenii Senokosov, Alexandr Sedykh, Asel Sagingalieva et al. · Machine Learning Science and Technology · 2024 · 148 citations · Full text

Computing, Computer Science, Computer Vision +16

Machine Learning for Long-Distance Quantum Communication

Julius Wallnöfer, Alexey Melnikov, Wolfgang Dür et al. · PRX Quantum · 2020 · 118 citations · Full text

Computing, Computer Science, Physics +16

Hybrid Quantum Neural Network for Drug Response Prediction

Asel Sagingalieva, Mohammad Kordzanganeh, Nurbolat Kenbayev et al. · Cancers · 2023 · 106 citations · Full text

Computing, Bioinformatics, Computer Science +17

Quantum machine learning: from physics to software engineering

Alexey Melnikov, Mohammad Kordzanganeh, A. P. Alodjants et al. · Advances in Physics X · 2023 · 88 citations · Full text

Computing, Computer Science, Physics +17

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