
MS024A Physics-based and Data-driven Low-order Modeling for Turbulent Flows I
Main Organizer: Dr. Benjamin Herrmann (Pontificia Universidad Católica de 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
A. Nair* -
Connecting modal decompositions with instantaneously present flow structures via explainable AI
B. Reyes*, A. Cremades, R. Vinuesa, B. Herrmann -
Cause-and-effect approach to reduced-order modeling of turbulence
Á. Martínez-Sánchez*, A. Lozano-Durán -
Data-Driven Reduced Order Modeling of Extreme Events in Turbulent Flows
N. Zolman*, S. Mokbel, S. Otto, N. Kutz, S. Brunton -
A High Reynolds Number Data-Driven Modification to the Spalart-Allmaras Turbulence Model
C. Jordan*, M. Barone, E. Parish