IS03a - Data-driven reduced order modelling and surrogates with applications in complex multi-physics systems
Corresponding Organizer: Ms. Victorita Dolean Maini (University Cote d'Azur, France and University of Strathclyde, UK)
Chaired by:
Dr. Davide Pradovera (University of Vienna , Austria)
Dr. Davide Pradovera (University of Vienna , Austria)
Scheduled presentations:
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Non-intrusive Surrogate Modeling of Parametric Frequency-Response Problems
D. Pradovera* -
Generating Problem-Adapted Basis Functions Parallel in Time via Random Sampling
J. Schleuß*, K. Smetana, L. ter Maat -
Modeling air pollution at a city scale
A. Somacal*, O. Mula, M. Dolbeault, A. Cohen -
Lipschitz Stabilised Autoencoders to Study the Intrinsic Dimensionality of Dynamical Systems and Build Data-driven Models.
H. Liu*, D. Lombardi, M. Boulakia -
Applying Gaussian Process Regression to Injection Moulding Including Material Uncertainty
S. Tillmann*, S. Elgeti