IS024A Data-Driven, Physics-Informed and Operator Learning Methods for Complex Dynamical Systems I
Main Organizer: Dr. Sourav Dutta (The University of Texas at Austin)
Chaired by:
Prof. Valentina Ciriello (University of Bologna , Italy)
Prof. Valentina Ciriello (University of Bologna , Italy)
Scheduled presentations:
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Keynote
Physics Informed Neural Network for Multiphase Boiling Flows
D. Jalili, Y. Mahmoudi, S. Jang -
Multiple Physics-Informed Neural Networks for Simulating Nonlinear Diffusion-Reaction Systems with Multiphysics Coupling
A. Assi*, E. Goncalves da Silva, M. Beringhier -
Decoding Spatiotemporal Patterns in Global-scale Data via Dynamic Mode Decomposition
V. Ciriello, G. Libero, D. Tartakovsky -
Reduced Data-Driven Subgrid Scale model for Capturing Long-Term Statistics in 3D Turbulence
R. Hoekstra, D. Crommelin, W. Edeling