Research report 2021 - Max Planck Institute for Dynamics of Complex Technical Systems
Machine learning of dynamical systems
Authors
Benner, Peter; Goyal, Pawan K.
Departments
Numerische Methoden in der System- und Regelungstheorie
Summary
We discuss the identification of nonlinear dynamical systems from data. Our approach is based on the symbiosis of operator inference and deep learning. Applications can be found, for example, in the design of digital twins in industry and technology.