MS037A Integrating Scientific Machine Learning with Physics-Based Simulation F INDUSTRIAL MULTIPHYSICS APPLICATIONS I
Main Organizer:
Dr.
Thibault Dairay
(
Michelin
, France
)
Chaired by:
Dr. Thibault Dairay (Michelin , France) , Prof. Florian De Vuyst (University of Technology of Compiègne , France)
Dr. Thibault Dairay (Michelin , France) , Prof. Florian De Vuyst (University of Technology of Compiègne , France)
Scheduled presentations:
-
Keynote
Scientific Machine Learning for Industrial Design
-
Student
Reconstruction of Flow Fields from Data Using Physics-Informed Gaussian Process Regression
-
Quantized local reduced-order models for chaotic flows.
-
Coupling physics-based and data-driven models for the simulation of fluid/structure interaction: an application to tire hydroplaning modelling
