Alexey S. Kotykhov

Skolkovo Institute of Science and Technology — Russia

Materials Science · Physical Sciences

3h-index35citations4works4.02yr avg
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Research Topics

Machine Learning in Materials Science(3), Metal and Thin Film Mechanics(2), Boron and Carbon Nanomaterials Research(2), Magnetic properties of thin films(1), Microstructure and Mechanical Properties of Steels(1)

Publications4 total

Actively trained magnetic moment tensor potentials for mechanical, dynamical, and thermal properties of paramagnetic CrN
Physical review. B./Physical review. B·2025· 5 cited
Actively-trained magnetic Moment Tensor Potentials for mechanical, dynamical, and thermal properties of paramagnetic CrN
arXiv (Cornell University)·2024Open Access
Fitting to magnetic forces improves the reliability of magnetic Moment Tensor Potentials
Computational Materials Science·2024· 7 citedOpen Access
Constrained DFT-based magnetic machine-learning potentials for magnetic alloys: a case study of Fe–Al
Scientific Reports·2023· 23 citedOpen Access

Frequent Co-authors

Max Hodapp(4), Christian Tantardini(4), Alexander V. Shapeev(4), Ivan S. Novikov(3), Konstantin Gubaev(2), Konstantin Kravtsov(2), Ivan A. Kruglov(2), Vadim Sotskov(1), Ivan S. Novikov(1)