Data-Driven Modeling & Scientific Computation
|Author||: J. Nathan Kutz|
|Publisher||: Oxford University Press|
|Total Pages||: 657|
|Rating||: 4/5 (336 Downloads)|
Download or read book Data-Driven Modeling & Scientific Computation written by J. Nathan Kutz and published by Oxford University Press. This book was released on 2013-08-08 with total page 657 pages. Available in PDF, EPUB and Kindle. Book excerpt: Combining scientific computing methods and algorithms with modern data analysis techniques, including basic applications of compressive sensing and machine learning, this book develops techniques that allow for the integration of the dynamics of complex systems and big data. MATLAB is used throughout for mathematical solution strategies.