MS293A Multilevel, Multiscale, and Hierarchical Machine Learning Methods for Scientific Machine Learning I
Main Organizer:
Dr.
Graham Harper
(
Sandia National Laboratories
, United States
)
Chaired by:
Dr. Graham Harper (Sandia National Laboratories , United States) , Dr. Jonas Actor (Sandia National Laboratories , United States)
Dr. Graham Harper (Sandia National Laboratories , United States) , Dr. Jonas Actor (Sandia National Laboratories , United States)
Scheduled presentations:
-
Multilevel Training and Preconditioning for Kolmogorov-Arnold Networks
-
Multi-Level Patch Diffusion Models
-
A multilevel proximal trust-region method for nonsmooth optimization with applications
-
Multilevel Training of Convolutional Kolmogorov-Arnold Networks via Nested Spline Refinement
-
Multi-fidelity graph-based neural networks architectures to learn Navier-Stokes solutions on non-parametrized 2D domains
-
Majorization Minimization for Neural Network Training
