Coupled2025

IS024B Data-Driven, Physics-Informed and Operator Learning Methods for Complex Dynamical Systems II

Main Organizer: Dr. Sourav Dutta ( The University of Texas at Austin , United States )

Wed, 28/05/2025
16:30 - 18:30
Samarcanda
IS024B

Chaired by:
Dr. Mario Putti (University of Padua , Italy)

A Fractal RBF Approach for Enhanced Surrogate Modeling of a Debris Flow
*D. Kumar (University of Padua), E. Spricigo (University of Padua), M. Putti (University of Padua), D. Pasetto (Ca' Foscari University of Venice), A. Larese (University of Padua)
Well-conditioned snapshot data generation for operator inference
*H. Rosenberger (Centrum Wiskunde & Informatica), B. Sanderse (Centrum Wiskunde & Informatica), G. Stabile (Sant'Anna School of Advanced Studies)
Learning Stable port-Hamiltonian Dynamics with Neural Networks
*F. Roth, M. Kannapinn, D. Klein, O. Weeger
Combining U-Net and Neural Operator Models for Accelerating Phase-Field Simulations
*C. Bonneville (Sandia National Laboratories), N. Bieberdorf (University of California Berkeley), H. Najm (Sandia National Laboratories), M. Asta (University of California Berkeley), L. Capolungo (Los Alamos National Laboratory), C. Safta (Sandia National Laboratories)