IS20 - II - Complexity reduction of large-scale parametric problems: domain decomposition, reduced order models and machine learning
Main Organizer:
Dr.
Matteo Giacomini
(
CIMNE - Universitat Politècnica de Catalunya, Barcelona
, Spain
)
Chaired by:
Dr. Marco Discacciati (Loughborough University , United Kingdom)
Dr. Marco Discacciati (Loughborough University , United Kingdom)
Scheduled presentations:
-
Keynote
Machine Learning-based Surrogate Modeling Approaches for Fixed-Wing Store Separation
-
Port-metriplectic Neural Networks for Coupled Physical Phenomena
-
Discretized PDE-based Physics Informed Neural Network: Application in Fluid-Structure Interaction Problem
-
Coupled Reduced Order Model Components for Flow Problems
