MS426B Data-driven Approaches in Mechanics II
Main Organizer:
Prof.
Kostas Karapiperis
(
EPFL
, Switzerland
)
Chaired by:
Prof. WaiChing Sun (Columbia University , United States) , Dr. Joaquin Garcia-Suarez (EPFL , Switzerland)
Prof. WaiChing Sun (Columbia University , United States) , Dr. Joaquin Garcia-Suarez (EPFL , Switzerland)
Scheduled presentations:
-
Handling Unilateral Constraints in (Model-Free) Data-Driven Computational Mechanics: application to contact mechanics
-
Hybrid CPU–GPU Phase-Space Iterative Solvers for Non-Linear Mechanics
-
A data-driven solving strategy based on greedy optimization for geometrically exact beams
-
A Wachspress-Based Transfinite Formulation For Exactly Enforcing Dirichlet Boundary Conditions On Convex Polygonal Domains In Physics-Informed Neural Network
-
A New Set of Test Functions for Variational Physics-Informed Neural Networks in Solid Mechanics
-
Finite Element Approximations for Data-Driven Diffusion–Reaction Problems: a Comparative Study
