
MS027A Successes and failures in scientific machine learning I
Main Organizer:
Dr.
Romit Maulik
(
Penn State University
, United States
)
Chaired by:
Dr. Romit Maulik (Penn State University , United States)
Dr. Romit Maulik (Penn State University , United States)
Scheduled presentations:
-
Keynote
Constrained Data Assimilation Using Ensemble Transform Kalman Filter and Reinforcement Learning for Physically Consistent Solutions
-
Recovering Robust Training of Physics-Informed Deep Operator Networks
-
Model Aggregation: Combining PDE solvers through Empirical Variance Minimization
-
FNO: Frustrating neural operators and how to train them