
MS040B Automatic Learning Of Constitutive Relations In Solid Mechanics II
Main Organizer:
Dr.
Emmanuel Baranger
(
CNRS
, France
)
Chaired by:
Prof. Oliver Weeger (TU Darmstadt , Germany) , Prof. Ludovic CHAMOIN (ENS Paris-Saclay , France)
Prof. Oliver Weeger (TU Darmstadt , Germany) , Prof. Ludovic CHAMOIN (ENS Paris-Saclay , France)
Scheduled presentations:
-
Student
Implicit Constitutive Modelling: Training Gated-Recurrent Units with Unlabeled Data and the Virtual Fields Method
-
Student
Extended Minimal State Cells (EMSC): Self-Consistent Recurrent Neural Networks for Rate- and Temperature Dependent Materials
-
Student
Neural Network Meets Phase-Field: A Hybrid Fracture Model
-
Student
A Data Informed Ductile Damage Model for Metallic Materials