IS20 - II - Complexity reduction of large-scale parametric problems: domain decomposition, reduced order models and machine learning
Corresponding Organizer: Dr. Matteo Giacomini (CIMNE - Universitat Politècnica de Catalunya, Barcelona)
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
N. Peters, J. Ekaterinaris* -
Port-metriplectic Neural Networks for Coupled Physical Phenomena
Q. Hernandez*, A. Badias, F. Chinesta, E. Cueto -
Discretized PDE-based Physics Informed Neural Network: Application in Fluid-Structure Interaction Problem
R. Halder*, G. Stabile, G. Rozza -
Coupled Reduced Order Model Components for Flow Problems
V. Tsiolakis*, T. Kvamsdal, A. Rasheed, E. Fonn, H. van Brummelen
