J Nathan Kutz: 2 books
Data-Driven Modeling & Scientific Computation
Methods for Complex Systems & Big Data
Language: English
Release Date: August 8, 2013
The burgeoning field of data analysis is expanding at an incredible pace due to the proliferation of data collection in almost every area of science. The enormous data sets now routinely encountered in the sciences provide an incentive to develop mathematical techniques and computational algorithms...
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...