MS011E Advances in Neural Network Approximations of Partial Differential Equations V
Main Organizer:
Dr.
David Pardo Zubiaur
(
University of the Basque Country (UPV/EHU)
, Spain
)
Chaired by:
Prof. John Evans (University of Colorado , United States) , Dr. M. Mahdi Abedi (University of the Basque Country (UPV/EHU) , Spain)
Prof. John Evans (University of Colorado , United States) , Dr. M. Mahdi Abedi (University of the Basque Country (UPV/EHU) , Spain)
Scheduled presentations:
-
Keynote
Practical existence theorems for deep learning-based PDE solvers and reduced-order models
-
An $r$-Adaptive Finite Element Method Using Neural Networks for Parametric Self-Adjoint Elliptic Problems
-
Differentiable r-Adaptivity in Isogeometric Analysis via PINN Strong-Form Residual Minimisation
-
Isogeometric Physics-Informed Operator Learning for Efficient 1D Modeling of Slender Thin-Walled Structures
-
Generative physical neural network based on wave equation
