
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 , United States )
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
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Multiple Physics-Informed Neural Networks for Simulating Nonlinear Diffusion-Reaction Systems with Multiphysics Coupling
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Decoding Spatiotemporal Patterns in Global-scale Data via Dynamic Mode Decomposition
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Reduced Data-Driven Subgrid Scale model for Capturing Long-Term Statistics in 3D Turbulence