
MS024A Physics-based and Data-driven Low-order Modeling for Turbulent Flows I
Main Organizer: Dr. Benjamin Herrmann ( Pontificia Universidad Católica de Chile , Chile )
Chaired by:
Dr. Benjamin Herrmann (Pontificia Universidad Católica de Chile , Chile) , Eng. Erick Kracht (University of Chile , Chile)
Dr. Benjamin Herrmann (Pontificia Universidad Católica de Chile , Chile) , Eng. Erick Kracht (University of Chile , Chile)
Scheduled presentations:
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Keynote
Data-driven approaches for simulation, modeling and control of complex fluid flows
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Connecting modal decompositions with instantaneously present flow structures via explainable AI
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Cause-and-effect approach to reduced-order modeling of turbulence
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Data-Driven Reduced Order Modeling of Extreme Events in Turbulent Flows
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A High Reynolds Number Data-Driven Modification to the Spalart-Allmaras Turbulence Model