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Nikita Evgenievich Rybin

Skolkovo Institute of Science and Technology

Novaya St., 100

Skolkovo, 143025

Russia

  • Skolkovo Institute of Science and Technology

SCHOLARLY PAPERS

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Scholarly Papers (1)

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Path-Integral Molecular Dynamics with Actively-Trained and Universal Machine Learning Force Fields

Number of pages: 21 Posted: 23 Jun 2025
Alexander Alekseyevich Solovykh, Nikita Evgenievich Rybin, Ivan Sergeyevich Novikov and Alexander V. Shapeev
Lomonosov Moscow State University, Skolkovo Institute of Science and Technology, HSE University and Skolkovo Institute of Science and Technology
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Abstract:

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path integrals, nuclear quantum effects, machine learning, interatomic potentials, thermal expansion