Nikita Rybin

6PUBLICATIONS
47CO-AUTHORS
Condensed matter modelling and density functional theoryNumerical modelling and mechanical characterisationComputational methods in fluid flow, heat and mass transfer (incl. computational fluid dynamics)Chemical engineering designContext learning
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Publications (6)

|Feb 12, 2026
Incorporating Coulomb interactions with fixed charges in moment tensor potentials and equivariant tensor network potentials.

Dmitry Korogod, Olga Chalykh, Max Hodapp

|Dec 30, 2025
Low-rank matrix and tensor approximations for compression of machine-learning interatomic potentials.

Igor Vorotnikov, Fedor Romashov, Nikita Rybin

|Oct 02, 2025
Moment tensor potential and equivariant tensor network potential with explicit dispersion interactions.

Olga Chalykh, Dmitry Korogod, Ivan S Novikov

|Apr 15, 2025
Accelerating the global search of adsorbate molecule positions using machine-learning interatomic potentials with active learning.

Olga Klimanova, Nikita Rybin, Alexander Shapeev

|Feb 20, 2025
Accelerating structure prediction of molecular crystals using actively trained moment tensor potential.

Nikita Rybin, Ivan S Novikov, Alexander Shapeev

|Sep 20, 2021
The 2021 room-temperature superconductivity roadmap.

Lilia Boeri, Richard Hennig, Peter Hirschfeld

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Frequent Collaborators

3 joint publications

Ivan S Novikov

2 joint publications

Max Hodapp

2 joint publications

Alexander V Shapeev

2 joint publications

Dmitry Korogod