MS153A Data-driven dynamical systems: learning, simulation, and control I
Main Organizer:
Prof.
Andrea Manzoni
(
Politecnico di Milano
, Italy
)
Chaired by:
Dr. Matteo Tomasetto (Politecnico di Milano , Italy)
Dr. Matteo Tomasetto (Politecnico di Milano , Italy)
Scheduled presentations:
-
Keynote
Discovery and sensing in data-driven dynamical systems: recent strategies and open challenges
-
Data assimilation and discrepancy modeling with shallow recurrent decoders
-
Uncertainty Quantification in Sequence Models via Bayesian Inference
-
Continuous-time Latent Dynamics: from Trajectories to Velocities
-
Neuro-Symbolic AI for Analytical Solutions of Differential Equations
