About
Marcel is a postdoctoral researcher at the COSMO Lab at École Polytechnique Fédérale de Lausanne (EPFL) in Lausanne, Switzerland. He specializes in applying machine learning to materials science problems, with a focus on developing graph-based machine learning potentials and JAX-based computational tools.
- Current affiliation: EPFL (COSMO Lab)
- Previous affiliations: Fritz Haber Institute (NOMAD Laboratory), TU Berlin (Machine Learning group)
Research interests include:
- Machine learning for materials discovery and simulation
- JAX-based scientific computing frameworks
- High-performance computing for molecular simulations
He has contributed to open-source projects like glp, jax-pme, and gkx, which enable efficient computational chemistry workflows.
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