MS215B Advancements in Scientific Machine Learning techniques for time-dependent problems and applications II
Main Organizer:
Dr.
Giovanni Ziarelli
(
Politecnico di Milano
, Italy
)
Chaired by:
Dr. Giovanni Ziarelli (Politecnico di Milano , Italy) , Dr. Federica Caforio (University of Graz , Austria)
Dr. Giovanni Ziarelli (Politecnico di Milano , Italy) , Dr. Federica Caforio (University of Graz , Austria)
Scheduled presentations:
-
Data-Aware Model Correction and Parameter Estimation
-
Neural Green's Operators for Parametric Partial Differential Equations
-
Symbolic Regression of Control Lyapunov Functions
-
Reduced Order Modeling of History-Dependent Plasticity via Neural Networks with Physically-Encoded Latent Spaces
-
Conditioned Message Passing for Model Order Reduction and Operator Learning
