MS013B Predictive data-driven model reduction and discovery for dynamical systems II
Main Organizer:
Prof.
Andrea Manzoni
(
Politecnico di Milano
, Italy
)
Chaired by:
Mr. Paolo Conti (Polytechnic University of Milan , Italy) , Dr. Mengwu Guo (Lund University , Sweden)
Mr. Paolo Conti (Polytechnic University of Milan , Italy) , Dr. Mengwu Guo (Lund University , Sweden)
Scheduled presentations:
-
Implementation of Hybrid AI Models for Complex Dynamical Systems of the Smart City
-
Integrating data-driven and physics-based approach for Bayesian inference of geomechanical model parameters
-
Sparse Equation Discovery and Optimal Sensing with Guarantees
-
Data-driven modeling of transitions in fluid flows using spectral submanifolds
-
Non-intrusive reduced order model for stochastic dynamical systems
