Stefan Chmiela

10PUBLICATIONS
11CO-AUTHORS
Bioinformatic methods developmentSemi- and unsupervised learningComputational chemistryStatistical mechanics, physical combinatorics and mathematical aspects of condensed matterTheoretical quantum chemistry
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Publications (10)

|Aug 31, 2025
Molecular Simulations with a Pretrained Neural Network and Universal Pairwise Force Fields.

Adil Kabylda, J Thorben Frank, Sergio Suárez-Dou

|Aug 06, 2024
A Euclidean transformer for fast and stable machine learned force fields.

J Thorben Frank, Oliver T Unke, Klaus-Robert Müller

|Jul 11, 2023
Author Correction: Efficient interatomic descriptors for accurate machine learning force fields of extended molecules.

Adil Kabylda, Valentin Vassilev-Galindo, Stefan Chmiela

|Jun 15, 2023
Efficient interatomic descriptors for accurate machine learning force fields of extended molecules.

Adil Kabylda, Valentin Vassilev-Galindo, Stefan Chmiela

|May 08, 2023
Reconstructing Kernel-Based Machine Learning Force Fields with Superlinear Convergence.

Stefan Blücher, Klaus-Robert Müller, Stefan Chmiela

|Jan 11, 2023
Accurate global machine learning force fields for molecules with hundreds of atoms.

Stefan Chmiela, Valentin Vassilev-Galindo, Oliver T Unke

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