Steven L Brunton: 2 books
by Thomas Duriez, Bernd R. Noack, Steven L. Brunton
Language: English
Release Date: November 2, 2016
Language: English
Release Date: November 2, 2016
This is the first textbook on a generally applicable control strategy for turbulence and other complex nonlinear systems. The approach of the book employs powerful methods of machine learning for optimal nonlinear control laws. This machine learning control (MLC) is motivated and detailed in Chapters...
Data-Driven Science and Engineering
Machine Learning, Dynamical Systems, and Control
Language: English
Release Date: February 28, 2019
Data-driven discovery is revolutionizing the modeling, prediction, and control of complex systems. This textbook brings together machine learning, engineering mathematics, and mathematical physics to integrate modeling and control of dynamical systems with modern methods in data science. It highlights...