Steven L. Brunton

Data-Driven Science and Engineering

Machine Learning, Dynamical Systems, and Control

Data-driven discovery is revolutionizing how we model, predict, and control complex systems. Now with Python and MATLAB®, this textbook trains mathem...

Dynamic Mode Decomposition

Data-Driven Modeling of Complex Systems

Data-driven dynamical systems is a burgeoning field?it connects how measurements of nonlinear dynamical systems and/or complex systems can be used wit...

Machine Learning Control – Taming Nonlinear Dynamics and Turbulence

This is the first textbook on a generally applicable control strategy for turbulence and other complex nonlinear systems. The approach of the book emp...