Data-driven Modelling and Reduction of Large-scale Systems (Online course)

Speaker:  Dante Kalise - Imperial College London
  Friday, November 22, 2024 (Online course)

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


Programme Director
Giacomo Albi

External reference
Publication date
October 31, 2024

Studying

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