Dr. Alexey Melnikov
Global Director of Artificial Intelligence
Visiting Assistant Professor
Terra Quantum AG
St. Gallen and Zürich
Switzerland
My contact details are at the bottom of the page
email: alexey at melnikov dot info
Background
I am a quantum physics researcher and machine learning engineer at Terra Quantum, specializing in quantum machine learning. My work focuses on hybrid quantum neural networks, both from a theoretical and practical perspective. Together with my team at Terra Quantum, we pioneer the invention and development of hybrid quantum neural networks for industrial applications.
Research directions
- Quantum machine learning
- Hybrid quantum neural networks
- Applied quantum technologies
- Cryptography and blockchain
- Artificial intelligence in physics
Open positions
Are you focused on the theory of quantum neural networks and looking for an industry position? I invite you to apply! We are currently seeking a senior postdoc to lead research efforts within our AI department. Write me an email or apply below.
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