In the course students will explore cutting-edge techniques for efficient model reduction in simulation, optimization, and control of complex systems. Topics include advanced model reduction methods to simplify high-dimensional systems, data-driven optimization techniques, active subspaces for dimensionality reduction, and the application of Koopman operators to uncover hidden system dynamics.
By the course's end, participants will learn how to simulate and optimize non-linear system, and gain valuable insights into large-scale systems using data-driven approaches, tackling some real-application.
Schedule of the minicourse:
TBC
Strada le Grazie 15
37134 Verona
VAT number01541040232
Italian Fiscal Code93009870234
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