MS011A Advances in Neural Network Approximations of Partial Differential Equations I
Main Organizer:
Dr.
David Pardo Zubiaur
(
University of the Basque Country (UPV/EHU)
, Spain
)
Chaired by:
Mr. Ivan Bioli (University of Pavia , Italy) , Mr. Ahmad AliAhmad (Brown University , United States)
Mr. Ivan Bioli (University of Pavia , Italy) , Mr. Ahmad AliAhmad (Brown University , United States)
Scheduled presentations:
-
Keynote
Deep Dual-Fenchel Methods for Residual Minimization in Scientific Machine Learning
-
Neural Network–Based Approximations of Polygonal Basis Functions
-
Energy Minimisation Using Overlapping Tensor-Product Free-Knot B-Splines
-
Robust First-Order System Least Squares with Adaptive Neural Network Bases for Transmission Problems
-
Deep Learning Approach for the Discrete Fracture Networks Method
