MS151D Physics-Augmented Machine Learning Methods for Constitutive Modeling IV
Main Organizer:
Mr.
Dominik K. Klein
(
TU Darmstadt
, Germany
)
Chaired by:
Dr. Rogelio Ortigosa (Technical University of Cartagena, Spain , Spain) , Mr. Dominik K. Klein (TU Darmstadt , Germany)
Dr. Rogelio Ortigosa (Technical University of Cartagena, Spain , Spain) , Mr. Dominik K. Klein (TU Darmstadt , Germany)
Scheduled presentations:
-
A Unified Physics-Augmented Neural Network Framework for Compressible and Nearly Incompressible Hyperelastic Materials
-
Data Based Constitutive Modelling of Cables under Bending
-
Physics-augmented neural networks for hyperelastic shell constitutive modeling
-
Automated Discovery of Heat Conduction Constitutive Laws
-
An approach to encode divergence-free stress fields in neural approximations based on stress potentials
