1 citations · 1 across the 3 of their papers we have counts for
3 papers
physics.chem-ph2025
Incorporating Coulomb interactions with fixed charges in Moment Tensor Potentials and Equivariant Tensor Network Potentials
Dmitry Korogod, Olga Chalykh, Max Hodapp +3
In this work, we incorporate long-range electrostatic interactions in the form of the Coulomb model with fixed charges into the functional form of short-range machine-learning inte…
cond-mat.mtrl-sci2025★ 1 cited
Path-integral molecular dynamics with actively-trained and universal machine learning force fields
A. A. Solovykh, N. E. Rybin, I. S. Novikov +1
Accounting for nuclear quantum effects (NQEs) can significantly alter material properties at finite temperatures. Atomic modeling using the path-integral molecular dynamics (PIMD)…
cond-mat.mtrl-sci2024
A moment tensor potential for lattice thermal conductivity calculations of alpha and beta phases of Ga2O3
Nikita Rybin, Alexander Shapeev
Calculations of heat transport in crystalline materials have recently become mainstream, thanks to machine-learned interatomic potentials that allow for significant computational c…