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

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