MS1-09B Learning models for CFD: opportunities and limitations
Main Organizer:
Dr.
Matteo Diez
(
CNR-INM
, Italy
)
Chaired by:
Dr. Matteo Diez (CNR-INM , Italy) , Dr. Laura Mainini (Imperial College London , United Kingdom)
Dr. Matteo Diez (CNR-INM , Italy) , Dr. Laura Mainini (Imperial College London , United Kingdom)
Scheduled presentations:
-
Keynote
Machine Learning for Enhancing and Complementing CFD Simulations: Potentials and Limitations for Industrial Applications
-
Learning Six Degree-of-Freedom Ship Motion in Random Seas with Multi-Fidelity Data
-
Leveraging Differentiable Physics to Efficiently Learn Flow Past Arbitrary Geometries
-
Improvements for Uncertainty Estimation in Active Learning – Towards Automated Multifidelity Metamodels
