Marcel F. Langer

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 4

Top Topics

Multiple Representations

Mechanical Properties

Interpolation Methods

Machine Learning

Top Venues

Publications

Marcel F. Langer, Sergey N. Pozdnyakov, Michele Ceriotti
Probing the effects of broken symmetries in machine learning. CoRR (2024)
Marcel F. Langer, Florian Knoop, Christian Carbogno, Matthias Scheffler, Matthias Rupp
Heat flux for semi-local machine-learning potentials. CoRR (2023)
Marcel F. Langer, J. Thorben Frank, Florian Knoop
Stress and heat flux via automatic differentiation. CoRR (2023)
Marcel F. Langer, Alex Goeßmann, Matthias Rupp
Representations of molecules and materials for interpolation of quantum-mechanical simulations via machine learning. CoRR (2020)