Marcel F. Langer

Statistics

Publications

Citations

216

H-Index

Active since

2022

Affiliations

Technische Universität Berlin(Current)

University of Konstanz

École Polytechnique Fédérale de Lausanne

Linköping University

Berlin Institute for the Foundations of Learning and Data

Marcel F. Langer is an author at Technische Universität Berlin specializing in material modeling, computational materials science, and machine learning potentials.

ORCID

Publications per year

2022–2025

Publications

Representations of molecules and materials for interpolation of quantum-mechanical simulations via machine learning

Marcel F. Langer, Alex Goeßmann, Matthias Rupp · npj Computational Materials · 2022 · 142 citations · Full text

Natural Sciences, Chemistry, Materials Science +17

Heat flux for semilocal machine-learning potentials

Marcel F. Langer, Florian Knoop, Christian Carbogno et al. · Physical review. B./Physical review. B · 2023 · 25 citations · Full text

Natural Sciences, Materials Science, Physics +17

Fast and flexible long-range models for atomistic machine learning

Philip Loche, Kevin K. Huguenin-Dumittan, Melika Honarmand et al. · The Journal of Chemical Physics · 2025 · 21 citations · Full text

Natural Sciences, Chemistry, Physics +17

Stress and heat flux via automatic differentiation

Marcel F. Langer, J. Thorben Frank, Florian Knoop · The Journal of Chemical Physics · 2023 · 18 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +17

Probing the effects of broken symmetries in machine learning

Marcel F. Langer, Sergey N. Pozdnyakov, Michele Ceriotti · Machine Learning Science and Technology · 2024 · 10 citations · Full text

Natural Sciences, Computer Science, Physics +15

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