MS106A Advances in Model Order Reduction: Bridging Physics and Machine Learning I
Main Organizer:
Dr.
Youngsoo Choi
(
Lawrence Livermore National Laboratory
, United States
)
Chaired by:
Dr. Youngsoo Choi (Lawrence Livermore National Laboratory , United States) , Prof. Masayuki Yano (University of Toronto , Canada)
Dr. Youngsoo Choi (Lawrence Livermore National Laboratory , United States) , Prof. Masayuki Yano (University of Toronto , Canada)
Scheduled presentations:
-
Accelerating Numerical Simulations in CFD by Model Reduction and Scientific Machine Learning
-
On-the-Fly Learning of Reduced Order Models for Efficient PDE-Constrained Optimization Problems
-
Weak formulation-based GENERIC formalism neural networks for learning dynamical systems from noisy measurements
