
MS039A Deep Learning-based Reduced Order Models in Scientific Computing I
Main Organizer:
Phd.
Stefania Fresca
(
Politecnico di Milano
, Italy
)
Chaired by:
Phd. Stefania Fresca (Politecnico di Milano , Italy) , Dr. Federico Pichi (SISSA , Italy)
Phd. Stefania Fresca (Politecnico di Milano , Italy) , Dr. Federico Pichi (SISSA , Italy)
Scheduled presentations:
-
Keynote
Shallow Recurrent Decoders for Reduced Order Modeling
-
Approximately well-balanced Discontinuous Galerkin methods using bases enriched with Physics-Informed Neural Networks
-
Registration-based data assimilation from medical images
-
Student
Neural Green's Operators for Parametric Partial Differential Equations
-
Student
Sparse Identification for Bifurcating Phenomena in Computational Fluid Dynamics