
MS005C Deep Learning Computing III
MS Corresponding Organizer:
Dr.
David Pardo Zubiaur
(
University of the Basque Country (UPV/EHU)
, Spain
)
Chaired by:
Dr. Tomas Teijeiro (BCAM - Basque Center for Applied Mathematics , Spain) , Prof. Omar Ghattas (The University of Texas at Austin , United States)
Dr. Tomas Teijeiro (BCAM - Basque Center for Applied Mathematics , Spain) , Prof. Omar Ghattas (The University of Texas at Austin , United States)
Scheduled presentations:
-
Keynote
Regularity-Conforming Neural Networks for PDEs
-
UltraPINNs: Exploiting ultraweak implementations to boost the performance of Variational PINNs
-
An operator preconditioning perspective on training in physics-informed machine learning
-
Convolution Neural Network for Fluid Flow Simulations in Cascade with Oscillating Blades