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)
Chaired by:
Dr. Mario Putti (University of Padua , Italy)
Dr. Mario Putti (University of Padua , Italy)
Scheduled presentations:
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A Fractal RBF Approach for Enhanced Surrogate Modeling of a Debris Flow
D. Kumar, E. Spricigo, M. Putti, D. Pasetto, A. Larese -
Well-conditioned snapshot data generation for operator inference
H. Rosenberger, B. Sanderse, G. Stabile -
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, N. Bieberdorf, H. Najm, M. Asta, L. Capolungo, C. Safta