MS027A Advances in Surrogate and Reduced Order Models in Simulation Science
Main Organizer:
Dr.
Maria Strazzullo
(
Politecnico di Torino
, Italy
)
Chaired by:
Dr. Maria Strazzullo (Politecnico di Torino , Italy) , Phd. Francesco Della Santa (Politecnico di Torino , Italy)
Dr. Maria Strazzullo (Politecnico di Torino , Italy) , Phd. Francesco Della Santa (Politecnico di Torino , Italy)
Scheduled presentations:
-
Accelerating Numerical Simulations in CFD by Model Reduction with Scientific and Physics-Informed Machine Learning
-
Adaptive Neural Networks for Reduced Order Modeling
-
Surrogate models for diffusion on graphs via sparse polynomials
-
Reduced Order Modeling for Advection-dominated and Turbulent Flows
-
Toward Non-Intrusive Reduced-Order Models for Stokes Problem in Geodynamical Applications
-
A spatial filtering approach to model the small scale phenomena in turbulent flows
