MS389A Machine Learning for Molecular Simulations I
Main Organizer:
Mr.
Franz Görlich
(
TUM
, Germany
)
Chaired by:
Mr. Franz Görlich (TUM , Germany) , Mr. Weilong Chen (TUM , Germany)
Mr. Franz Görlich (TUM , Germany) , Mr. Weilong Chen (TUM , Germany)
Scheduled presentations:
-
Active learning and multifidelity machine learning for molecular simulations
-
Fast-D3 Dispersion Correction for Machine Learning Force Fields
-
Enhanced Sampling for Efficient Learning of Coarse-Grained Machine Learning Potentials
-
Graph-based automatic detection of deformations in FEM simulations
-
Machine-Learning Interatomic Potentials for Million-Atom Molecular Dynamics Simulations of Aluminum Solidification
