MS166B Advancing SCiML Surrogates via Numerical Methods and Vice Versa II
MS Corresponding Organizer:
Dr.
Alena Kopanicakova
(
Brown University
, United States
)
Chaired by:
Dr. Alena Kopanicakova (Brown University , United States)
Dr. Alena Kopanicakova (Brown University , United States)
Scheduled presentations:
-
Neural and spectral operator surrogates for Gaussian random field inputs
-
Data-Driven Domain Decomposition: Predicting Responses in Diverse 3D Geometries using Neural Operator-Based Framework
-
Operator learning for systems with partially hidden physics
-
Multi-Resolution Learning of Partial Differential Equations with Deep Operators and Long Short-Term Memory Networks
-
Reduced Basis Approximations of Parameterized Dynamical Partial Differential Equations via Neural Networks
