Concepedia
Statistics
Publications
17
Citations
2.4K
H-Index
16
Active since
2014
Affiliations
University of Vienna(Current)
VASP Software (Austria)
Toyota Central Research and Development Laboratories (Japan)
TU Wien
Chinese Academy of Sciences
Ferenc Karsai is an author at University of Vienna specializing in natural sciences, physics, and chemistry.
Publications per year
2014–2024
On-the-fly machine learning force field generation: Application to melting points
Ryosuke Jinnouchi, Ferenc Karsai, Georg Kresse · Physical review. B./Physical review. B · 2019 · 652 citations · Full text
Natural Sciences, Chemistry, Physics +17
Phase Transitions of Hybrid Perovskites Simulated by Machine-Learning Force Fields Trained on the Fly with Bayesian Inference
Ryosuke Jinnouchi, Jonathan Lahnsteiner, Ferenc Karsai et al. · Physical Review Letters · 2019 · 618 citations · Full text
Natural Sciences, Materials Science, Physics +17
Descriptors representing two- and three-body atomic distributions and their effects on the accuracy of machine-learned inter-atomic potentials
Ryosuke Jinnouchi, Ferenc Karsai, Carla Verdi et al. · The Journal of Chemical Physics · 2020 · 244 citations
Natural Sciences, Computer Science, Physics +11
On-the-Fly Active Learning of Interatomic Potentials for Large-Scale Atomistic Simulations
Ryosuke Jinnouchi, Kazutoshi Miwa, Ferenc Karsai et al. · The Journal of Physical Chemistry Letters · 2020 · 202 citations
Natural Sciences, Computer Science, Physics +14
Thermal transport and phase transitions of zirconia by on-the-fly machine-learned interatomic potentials
Carla Verdi, Ferenc Karsai, Peitao Liu et al. · npj Computational Materials · 2021 · 153 citations · Full text
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