Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control
Data-Driven Science and Engineering is an English-language advanced study book connecting machine learning, dynamical systems and control. It shows how data-driven methods can be used to discover, model and control complex scientific and engineering systems.
Topics include machine learning, system identification, model reduction, dynamical modelling and control. The interdisciplinary approach is particularly relevant for engineering, applied mathematics, physics, data science and technical computer science.
Study information
- Language: English
- Level: Advanced HBO / WO
- Fields: Machine learning, dynamical systems, control and engineering
- ISBN: 9781009098489