Concepedia

Stefan Chmiela

SC

17

Publications

4.5K

Citations

14

H-Index

2017

Active since

Affiliations

Technische Universität Berlin(Current)

University of Luxembourg

Korea University

Max Planck Institute for Informatics

Fritz Haber Institute of the Max Planck Society

Stefan Chmiela is an author at Technische Universität Berlin specializing in engineering, molecular dynamics, and computational chemistry.

ORCID

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Publications per year

2017–2025

17

Publications

17

Quantum-chemical insights from deep tensor neural networks

Kristof T. Schütt, Farhad Arbabzadah, Stefan Chmiela et al. · Nature Communications · 2017 · 1.4K citations · Full text

Machine learning of accurate energy-conserving molecular force fields

Stefan Chmiela, Alexandre Tkatchenko, Huziel E. Sauceda et al. · Science Advances · 2017 · 1.2K citations · Full text

SchNet: A continuous-filter convolutional neural network for modeling quantum interactions

Kristof T. Schütt, Pieter-Jan Kindermans, Huziel E. Sauceda et al. · arXiv (Cornell University) · 2017 · 470 citations · Full text

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SchNet: A continuous-filter convolutional neural network for modeling\n quantum interactions

Kristof T. Schütt, Pieter-Jan Kindermans, Huziel E. Sauceda et al. · arXiv (Cornell University) · 2017 · 336 citations · Full text

SpookyNet: Learning force fields with electronic degrees of freedom and nonlocal effects

Oliver T. Unke, Stefan Chmiela, Michael Gastegger et al. · Nature Communications · 2021 · 293 citations · Full text

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