CFC2023

MS1-03A Data-Driven Modeling and Machine Learning for Multiphysics Simulations

Main Organizer: Prof. Rajeev Jaiman ( University of British Columbia Vancouver , Canada )

Wed, 26/04/2023
10:00 - 12:00
Auditorium C
MS1-03A

Chaired by:
Prof. Rajeev Jaiman (University of British Columbia Vancouver , Canada)

Keynote The Force Partitioning Method - A Data-Enabled Method for Dissecting Vortex Dominated Flows and Fluid-Structure Interaction
*R. Mittal (Johns Hopkins University), J. Seo (Johns Hopkins University), U. Ismail (Johns Hopkins University), K. Menon (Stanford University)
Student CNNs and autoencoders for surrogate models of a rocket engine injector from Large Eddy Simulations
*J. Zapata Usandivaras (ISAE-SUPAERO/CERFACS), A. Urbano (ISAE-SUPAERO), M. Bauerheim (ISAE-SUPAERO), B. Cuenot (CERFACS)
Efficient Genetic Programming for data-driven RANS model discovery
*R. Dwight (TU Delft), R. Tian (TU Delft)