SIMAI 2025

MS038A Surrogates for complex parametric and time-dependent systems: bridging the gap between methods and applications

Main Organizer: Phd. Chiara Piazzola ( Technical University of Munich , Germany )

Tue, 02/09/2025
15:45 - 18:15
Room 005
MS038A

Chaired by:
Phd. Chiara Piazzola (Technical University of Munich , Germany)

Reduced order modeling with shallow recurrent decoder networks
M. Tomasetto (Politecnico di Milano), F. Braghin (Politecnico di Milano), *A. Manzoni (Politecnico di Milano), N. Kutz (University of Washington)
Numerical Methods for Uncertainty Quantification in Spatiotemporal Models of Neural Activity
*F. Cavallini (Vrije Universiteit Amsterdam)
A Fractal RBF Approach for Enhanced Surrogate Modeling of a Granular Flows
*D. Kumar (Univeristy of Padua), E. Spricigo (Univeristy of Padua), M. Putti (Univeristy of Padua), D. Pasetto (Ca’ Foscari University of Venice), A. Larese (Univeristy of Padua)
Modeling water distribution networks via the graph p-Laplacian operator
N. Segala (Almaviva Bluebit), *F. Marchetti (Università di Padova), M. Putti (Università di Padova)
Towards Gradient-Enhanced Surrogate Modeling for Groundwater Flow Problems
A. Bressan (CNR-IMATI Pavia), S. Imperatore (CNR-IMATI Pavia), *F. Locatelli (CNR-IMATI Pavia), G. Loli (University of Pavia), L. Tamellini (CNR-IMATI Pavia)