Marcel F. Langer

According to our database, Marcel F. Langer authored at least 7 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Learning Long-Range Representations with Equivariant Messages.

Egor Rumiantsev, Marcel F. Langer, Tulga-Erdene Sodjargal, Michele Ceriotti, Philip Loche

Trans. Mach. Learn. Res., 2026

2025

The dark side of the forces: assessing non-conservative force models for atomistic machine learning.

Filippo Bigi, Marcel F. Langer, Michele Ceriotti

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Probing the effects of broken symmetries in machine learning.

Marcel F. Langer, Sergey N. Pozdnyakov, Michele Ceriotti

Mach. Learn. Sci. Technol., 2024

2023

Machine learning for atomistic modeling: representations and thermal transport (Maschinelles Lernen für atomistische Modellierung: Repräsentationen und Wärmetransport)

Marcel F. Langer

PhD thesis, 2023

Stress and heat flux via automatic differentiation.

Marcel F. Langer, J. Thorben Frank, Florian Knoop

CoRR, 2023

Heat flux for semi-local machine-learning potentials.

Marcel F. Langer, Florian Knoop, Christian Carbogno, Matthias Scheffler, Matthias Rupp

CoRR, 2023

2020

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

Marcel F. Langer, Alex Goeßmann, Matthias Rupp

CoRR, 2020