Welcome!
Recently submitted papers
- Embedded-physics machine learning for coarse-graining and collective variable discovery without data, 2020.
- Probabilistic Machine Learning Strategies for Coarse-Graining of Molecular Dynamics at Equilibrium, 2020 (Thesis).
Recent talks
- Learning Coarse-Grained Models from Molecular Dynamics: Data-Driven and Embedded-Physics Machine Learning, SIAM CSE. Spokane, WA, USA, 2019.
- On the fly machine learning for coarse-graining. World Congress in Computational Mechanics. New York, USA, 2018.
I add content by the end of 2020. Please come back again. Thank you.
Best wishes, Markus.