MS040A Automatic Learning Of Constitutive Relations In Solid Mechanics I
Main Organizer:
Dr.
Emmanuel Baranger
(
CNRS
, France
)
Chaired by:
Dr. Emmanuel Baranger (CNRS , France) , Mr. Kian Abdolazizi (Hamburg University of Technology , Germany)
Dr. Emmanuel Baranger (CNRS , France) , Mr. Kian Abdolazizi (Hamburg University of Technology , Germany)
Scheduled presentations:
-
Experimental Validation of the EUCLID Framework for Automated Discovery of Hyperelastic Material Models
-
Student
Dual-stage framework for constitutive modeling of hyperelastic materials based on data-driven identification and neural networks
-
Convex neural networks learn generalized standard material models
-
Constitutive Modeling of Anisotropic Elasticity and Magneto-Elasticity with Neural Networks
-
Student
Data Driven Material Modeling for Human Bone Tissue in the Context of Automotive Crash Simulation
