Ivan S Novikov

4PUBLICATIONS
9CO-AUTHORS
Condensed matter modelling and density functional theoryNumerical modelling and mechanical characterisationComputational methods in fluid flow, heat and mass transfer (incl. computational fluid dynamics)Deep learning
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Publications (4)

|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

|Aug 28, 2023
MLIP-3: Active learning on atomic environments with moment tensor potentials.

Evgeny Podryabinkin, Kamil Garifullin, Alexander Shapeev

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Frequent Collaborators

3 joint publications

Alexander V Shapeev

3 joint publications

Nikita Rybin

2 joint publications

Olga Chalykh

2 joint publications

Dmitry Korogod