Data-driven dynamical systems

Education facts

Code: MSAD28

The course consists of lectures and laboratory exercises. The exercises primarily involve mandatory hand-in assignments. The lectures cover the following components: - basics theory of dynamical systems - reduced order modeling for dynamical systems - sparse identification of nonlinear dynamics - basics of control theory and data-driven control - definitions and applications of digital twins

Entry requirements

Mathematics 22.5 ECTS credits, Introduction to programming 7.5 ECTS credits, Scientific programming 7.5 ECTS credits or Numerical methods 7.5 ECTS, plus upper secondary level English 6, or equivalent

Education offerings

Each offering has its own dates and conditions. Closed offerings are retained as history and do not mean that a new application is open.

• Data-driven dynamical systems

  Karlstad University

  Karlstad

  Start date: 18 January 2027

  End date: 28 March 2027

  Pace of study: 50 %