MS333A Advances in Automatic Differentiation in Mechanics I
Main Organizer:
Dr.
Jack S. Hale
(
University of Luxembourg
, Luxembourg
)
Chaired by:
Dr. Jack S. Hale (University of Luxembourg , Luxembourg) , Dr. Jeremy Bleyer (Ecole nationale des ponts et chaussées , France)
Dr. Jack S. Hale (University of Luxembourg , Luxembourg) , Dr. Jeremy Bleyer (Ecole nationale des ponts et chaussées , France)
Scheduled presentations:
-
A Simple, Scalable Energy-based Differentiable FEM Framework
-
Handling Multi-Point Constraints through Static Condensation via Global Automatic Differentiation
-
Automatic Differentiation in High Performance Hydrodynamic Simulation
-
JAX for Flexible Constitutive Modelling and its Integration into Finite Element Solvers
-
A Generalizable Data-Driven Turbulence Closure Framework for Separated Flows via Differentiable Physics
-
NN-PGD: A Hybridisation of Finite Element Neural Networks and the Proper Generalised Decomposition
