MS223A Projection-Based and Data-Driven Reduced Order Modeling: Bridging Accuracy and Efficiency I
Main Organizer:
Dr.
Maria Strazzullo
(
Politecnico di Torino
, Italy
)
Chaired by:
Dr. Maria Strazzullo (Politecnico di Torino , Italy) , Dr. Federico Pichi (SISSA , Italy)
Dr. Maria Strazzullo (Politecnico di Torino , Italy) , Dr. Federico Pichi (SISSA , Italy)
Scheduled presentations:
-
Keynote
Generative A.I. meets Reduced-Order Modeling: partial knowledge and hidden parameters in physical systems
-
Time-periodic spectral manifolds for reduced-order modeling of fluid flows: application to vortex pairing in an axisymmetric jet
-
Spline-enhanced deep learning for model reduction of problems with non-linear manifolds
-
Autoencoder embeddings: latent manifold investigation in Aerodynamics
