Marcel F. Langer

According to our database, Marcel F. Langer authored at least 5 papers between 2020 and 2024.

Collaborative distances:

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

2024

Probing the effects of broken symmetries in machine learning.

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

CoRR, 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