
MS1-09A Learning models for CFD: opportunities and limitations
Main Organizer:
Dr.
Laura Mainini
(
Imperial College London
, United Kingdom
)
Chaired by:
Dr. Laura Mainini (Imperial College London , United Kingdom) , Dr. Matteo Diez (CNR-INM , Italy)
Dr. Laura Mainini (Imperial College London , United Kingdom) , Dr. Matteo Diez (CNR-INM , Italy)
Scheduled presentations:
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Keynote
What is machine learning learning? Autoencoders for reduced-order modelling of turbulence.
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Explainable transfer learning for stable and generalizable data-driven LES
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Using deep learning techniques for solving convection-dominated convection-diffusion equations
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Learning models from single and multiple sources for fluid problems in engineering design and optimization