
IS03a - Data-driven reduced order modelling and surrogates with applications in complex multi-physics systems
Main Organizer:
Ms.
Victorita Dolean Maini
(
University Cote d'Azur, France and University of Strathclyde, UK
, United Kingdom
)
Chaired by:
Dr. Davide Pradovera (University of Vienna , Austria)
Dr. Davide Pradovera (University of Vienna , Austria)
Scheduled presentations:
-
Non-intrusive Surrogate Modeling of Parametric Frequency-Response Problems
-
Generating Problem-Adapted Basis Functions Parallel in Time via Random Sampling
-
Modeling air pollution at a city scale
-
Lipschitz Stabilised Autoencoders to Study the Intrinsic Dimensionality of Dynamical Systems and Build Data-driven Models.
-
Applying Gaussian Process Regression to Injection Moulding Including Material Uncertainty