MS013D Predictive data-driven model reduction and discovery for dynamical systems IV
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:
-
Student
Autoencoders with Energy-Based Kernels for dimensionality Reduction in Viscoelastic Flow
-
Student
Neural Operator-based Model Approximation and Discovery
-
ML-Based Acceleration Strategies for FSI Simulation of Deformable Microcapsule Dynamics
-
Data-Driven Strategy for the Identification of Model and Experimental Uncertainties of Electroacoustic Absorbers Using Autoencoders
