MS059A Bridging scientific machine learning and scientific discovery: Novel developments I
Main Organizer:
Dr.
Romit Maulik
(
Purdue University
, United States
)
Chaired by:
Dr. Romit Maulik (Purdue University , United States) , Prof. Ricardo Vinuesa (University of Michigan , United States)
Dr. Romit Maulik (Purdue University , United States) , Prof. Ricardo Vinuesa (University of Michigan , United States)
Scheduled presentations:
-
Keynote
Information-theoretic machine learning for time-varying modal analysis of separated flows
-
Learning Coarse-Grained Dynamics with Causal and Conservative Spatiotemporal Neural Operators
-
Manifold Dimension Identification for the Kuramoto-Sivashinsky Equation Using a Spectral Autoencoder
-
Nonlinear Reduced-Order Modeling of Automotive Aeroacoustics Using β-Variational Autoencoders
