MS027B Successes and failures in scientific machine learning II
Main Organizer:
Dr.
Romit Maulik
(
Penn State University
, United States
)
Chaired by:
Dr. Romit Maulik (Penn State University , United States) , Dr. Panos Stinis (Pacific Northwest National Laboratory , United States)
Dr. Romit Maulik (Penn State University , United States) , Dr. Panos Stinis (Pacific Northwest National Laboratory , United States)
Scheduled presentations:
-
Keynote
Combining Graph Networks and Reinforcement Learning for Consistent Turbulence Modeling
-
Student
Evaluation of Various Neural Network Approaches to Solving Partial Differential Equations
-
Student
Latent Dynamics Learning for Time-Continuous Reduced Order Models of Parametrized PDEs
-
Learning Stochastic Closures via Conditional Diffusion Model and Neural Operator
