Jörg Behler

Generalized Neural-Network Representation of High-Dimensional Potential-Energy Surfaces

Jörg Behler, Michele Parrinello · Physical Review Letters · 2007 · 5K citations

Natural Sciences, Chemistry, Physics +17

Atom-centered symmetry functions for constructing high-dimensional neural network potentials

Jörg Behler · The Journal of Chemical Physics · 2011 · 1.6K citations

Natural Sciences, Chemistry, Physics +17

Perspective: Machine learning potentials for atomistic simulations

Jörg Behler · The Journal of Chemical Physics · 2016 · 1.5K citations · Full text

Natural Sciences, Chemistry, Materials Science +13

Performance and Cost Assessment of Machine Learning Interatomic Potentials

Yunxing Zuo, Chi Chen, Xiangguo Li et al. · The Journal of Physical Chemistry A · 2020 · 927 citations · Full text

Natural Sciences, Chemistry, Physics +17

A fourth-generation high-dimensional neural network potential with accurate electrostatics including non-local charge transfer

Tsz Wai Ko, Jonas A. Finkler, Stefan Goedecker et al. · Nature Communications · 2021 · 503 citations · Full text

Natural Sciences, Chemistry, Materials Science +17