Dynamic Mode Decomposition: Data-Driven Modeling of Complex Systems

The Dynamic Mode Decomposition (DMD) is a groundbreaking tool for integrating data with dynamical systems theory, offering a pedagogical and comprehensive approach to all aspects of DMD.

This innovative algorithm has deep connections with traditional dynamical systems theory and recent advancements in compressed sensing and machine learning.

With extensive MATLAB code, data for intuitive examples of key methods, and graphical presentations, this book provides a thorough understanding of the DMD and its applications in various fields.

Whether you're an engineer or applied mathematician working in the physical and biological sciences, or a teacher looking to integrate data analysis with dynamical systems, this book is an essential resource for unlocking the power of DMD.