MS004D Data-Driven innovations and machine learning In aerodynamic analysis, optimization and uncertainty quantification IV
Main Organizer:
Dr.
Esther Andrés Pérez
(
INTA
, Spain
)
Chaired by:
Dr. Domenico Quagliarella (CIRA , Italy) , Phd. Rodrigo Castellanos (Universidad Carlos III de Madrid , Spain)
Dr. Domenico Quagliarella (CIRA , Italy) , Phd. Rodrigo Castellanos (Universidad Carlos III de Madrid , Spain)
Scheduled presentations:
-
Field-Inversion-Guided Gene Expression Programming for RANS
-
A SCIML-Based Efficiency Enhancement for Multi-Fidelity Aerodynamic Shape Design Problems
-
Rapid Prediction of Run-Back Ice Formation via Neural Network Surrogate Modeling
-
Data-Driven Augmentation of the Spalart-Allmaras Turbulence Model for High-Lift Configurations
-
A method for reducing the design variable space in numerical optimization problems of compressors
