MS011D Advances in Neural Network Approximations of Partial Differential Equations IV
Main Organizer:
Dr.
David Pardo Zubiaur
(
University of the Basque Country (UPV/EHU)
, Spain
)
Chaired by:
Dr. Simone Brugiapaglia (Concordia University , Canada) , Mr. Nicolas Zamorano (Politecnico di Torino , Italy)
Dr. Simone Brugiapaglia (Concordia University , Canada) , Mr. Nicolas Zamorano (Politecnico di Torino , Italy)
Scheduled presentations:
-
Neural Semi Lagrangian solver for convection-diffusion PDEs
-
The LS-ReCoNN Method: A Hybrid AI and Finite Element Approach for Transmission Problems
-
Physics Informed Neural Operators for Modelling Nonlinear Shear Waves
-
Finite Cell-Based Physics-Informed Fourier Neural Operator for Nonlinear Elasticity in Complex Domains
-
Lifelong Physics-Informed Learning for Parametric Partial Differential Equations
-
Structure-Preserving Data-Driven Finite Element Models for General Geometries
