
Dr. Alexey Melnikov
Principal Investigator and Visiting Assistant Professor,
Quantum Machine Learning Group Leader
Terra Quantum AG
Rorschach, St. Gallen
Switzerland
My contact details are at the bottom of the page
email: alexey at melnikov dot info
Background
I am a quantum physicist and machine learning scientist working at Terra Quantum on quantum machine learning. My current interests are designing machine learning techniques for developing new quantum technologies and studying the advantages of near-term quantum devices.
Research directions
- Quantum machine learning
- Blockchain and cryptography
- Artificial intelligence in physics
- Physics-inspired reinforcement learning
- Quantum walk based algorithms
- Quantum optimization implementation
Positions
Part-time Positions
Education

Setting up experimental Bell tests with reinforcement learning
Alexey A. Melnikov, Pavel Sekatski, Nicolas Sangouard
BibTeX

Machine learning for long-distance quantum communication
Julius Wallnöfer, Alexey A. Melnikov, Wolfgang Dür, Hans J. Briegel
BibTeX

Machine learning transfer efficiencies for noisy quantum walks
Alexey A. Melnikov, Leonid E. Fedichkin, Ray-Kuang Lee, Alexander Alodjants
BibTeX

Predicting quantum advantage by quantum walk with convolutional neural networks
Alexey A. Melnikov, Leonid E. Fedichkin, Alexander Alodjants
BibTeX

Active learning machine learns to create new quantum experiments
Alexey A. Melnikov, Hendrik Poulsen Nautrup, Mario Krenn, Vedran Dunjko, Markus Tiersch, Anton Zeilinger, Hans J. Briegel