
MS069B Predictive Data-Driven Model Reduction and Discovery for Dynamical Systems II
MS Corresponding Organizer:
Prof.
Andrea Manzoni
(
Politecnico di Milano
, Italy
)
Chaired by:
Prof. Steven Brunton (University of Washington , United States) , Prof. Andrea Manzoni (Politecnico di Milano , Italy)
Prof. Steven Brunton (University of Washington , United States) , Prof. Andrea Manzoni (Politecnico di Milano , Italy)
Scheduled presentations:
-
LaSDI: Latent space dynamics identification
-
Online Adaptation of SINDy Model Parameters via Extended Kalman Filter
-
On the Role of the Fiber in Model Reduction
-
Sparsifying dimensionality reduction of PDE solution data with Bregman learning
-
Attention is all you need - an interpretable artificial neural network architecture