Wojciech G. Stark

Statistics

Publications

Citations

139

H-Index

Active since

2022

Affiliations

University of Warwick(Current)

Wojciech G. Stark is an author at University of Warwick specializing in machine learning potentials, interatomic potentials, and machine-learned interatomic potentials.

ORCID

Publications per year

2022–2025

Publications

Machine Learning Interatomic Potentials for Reactive Hydrogen Dynamics at Metal Surfaces Based on Iterative Refinement of Reaction Probabilities

Wojciech G. Stark, Julia Westermayr, Oscar A. Douglas‐Gallardo et al. · The Journal of Physical Chemistry C · 2023 · 43 citations · Full text

Natural Sciences, Chemistry, Computer Science +17

Fine-tuning foundation models of materials interatomic potentials with frozen transfer learning

Mariia Radova, Wojciech G. Stark, Reinhard J. Maurer et al. · npj Computational Materials · 2025 · 42 citations · Full text

Natural Sciences, Chemistry, Materials Science +16

Benchmarking of machine learning interatomic potentials for reactive hydrogen dynamics at metal surfaces

Wojciech G. Stark, Cas van der Oord, Ilyes Batatia et al. · Machine Learning Science and Technology · 2024 · 23 citations · Full text

Natural Sciences, Chemistry, Computer Science +17

NQCDynamics.jl: A Julia Package for Nonadiabatic Quantum Classical Molecular Dynamics in the Condensed Phase

James Gardner, Oscar A. Douglas‐Gallardo, Wojciech G. Stark et al. · arXiv (Cornell University) · 2022 · 21 citations · Full text

Natural Sciences, Chemistry, Physics +17

Ab initio calculation of electron-phonon linewidths and molecular dynamics with electronic friction at metal surfaces with numeric atom-centred orbitals

Connor L. Box, Wojciech G. Stark, Reinhard J. Maurer · Electronic Structure · 2023 · 10 citations · Full text

Natural Sciences, Materials Science, Physics +17

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