Data-Driven Modeling & Scientific Computation

Data-Driven Modeling & Scientific Computation
Author :
Publisher :
Total Pages : 657
Release :
ISBN-10 : 9780199660339
ISBN-13 : 0199660336
Rating : 4/5 (336 Downloads)
DOWNLOAD EBOOK
Book Synopsis Data-Driven Modeling & Scientific Computation by : Jose Nathan Kutz

Download or read book Data-Driven Modeling & Scientific Computation written by Jose Nathan Kutz and published by . 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.


Data-Driven Modeling & Scientific Computation Related Books

Data-Driven Modeling & Scientific Computation
Language: en
Pages: 657

Data-Driven Modeling & Scientific Computation

Authors: Jose Nathan Kutz
Categories: Computers
Type: BOOK - Published: 2013-08-08 - Publisher:

DOWNLOAD EBOOK

Combining scientific computing methods and algorithms with modern data analysis techniques, including basic applications of compressive sensing and machine lear
Dynamic Mode Decomposition
Language: en
Pages: 241

Dynamic Mode Decomposition

Authors: J. Nathan Kutz
Categories: Science
Type: BOOK - Published: 2016-11-23 - Publisher: SIAM

DOWNLOAD EBOOK

Data-driven dynamical systems is a burgeoning field?it connects how measurements of nonlinear dynamical systems and/or complex systems can be used with well-est
Data-Driven Science and Engineering
Language: en
Pages: 615

Data-Driven Science and Engineering

Authors: Steven L. Brunton
Categories: Computers
Type: BOOK - Published: 2022-05-05 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

A textbook covering data-science and machine learning methods for modelling and control in engineering and science, with Python and MATLAB®.
Analysis and Data-Based Reconstruction of Complex Nonlinear Dynamical Systems
Language: en
Pages: 280

Analysis and Data-Based Reconstruction of Complex Nonlinear Dynamical Systems

Authors: M. Reza Rahimi Tabar
Categories: Science
Type: BOOK - Published: 2019-07-04 - Publisher: Springer

DOWNLOAD EBOOK

This book focuses on a central question in the field of complex systems: Given a fluctuating (in time or space), uni- or multi-variant sequentially measured set
Data-driven Approaches for Complex Systems
Language: en
Pages: 0

Data-driven Approaches for Complex Systems

Authors: Connor Anthony Verheyen
Categories:
Type: BOOK - Published: 2023 - Publisher:

DOWNLOAD EBOOK

Many research efforts to advance human health and well-being involve interdisciplinary problem spaces and complex, poorly-understood systems. This thesis integr
Copyright Health Wealth Mirror
Pinnacle Themes