
MS009B AI, Model Reduction and Data-Driven techniques for multiscale modelling of materials, structures and processes II
Main Organizer:
Prof.
Julien Yvonnet
(
Universite Gustave Eiffel
, France
)
Chaired by:
Prof. Pierre Kerfriden (Mines Paris - PSL UNiversity , France)
Prof. Pierre Kerfriden (Mines Paris - PSL UNiversity , France)
Scheduled presentations:
-
MuTINN for Fast Simulation of Fully Coupled Nonlinear Thermomechanical Behavior of Composite Structures
-
Manifold learning using geometrical and topological descriptors for know-how based optimization.
-
Accelerating FE^2 Computations on Finite Strain Regime through an On-the-fly Approach for (Model-free) Data-Driven Computational Mechanics
-
A Hierarchical Bayesian Approach for Multiscale Material Model Updating
-
Data-Driven Nonlinear Diffusion