MS316A Fundamental Concepts in Scientific ML I
Main Organizer:
Prof.
Arif Masud
(
University of Illinois Urbana-Champaign
, United States
)
Chaired by:
Prof. Arif Masud (University of Illinois Urbana-Champaign , United States) , Prof. Assad Oberai (University of Southern California , United States)
Prof. Arif Masud (University of Illinois Urbana-Champaign , United States) , Prof. Assad Oberai (University of Southern California , United States)
Scheduled presentations:
-
Keynote
Smoother or rougher: how to generate data to learn operators?
-
Operator Learning for Inelastic Homogenization
-
Hyperbolic State-Space Models for Hierarchical Representation Learning
-
Automatic discovery of optimal meta-solvers via multi-objective optimization
-
State-dependent temperature control in Langevin diffusions using numerical exploratory Hamiltonian-Jacobi-Bellman equations
