Data-Driven Science and Engineering

Data-Driven Science and Engineering
Author :
Publisher : Cambridge University Press
Total Pages : 615
Release :
ISBN-10 : 9781009098489
ISBN-13 : 1009098489
Rating : 4/5 (489 Downloads)
DOWNLOAD EBOOK
Book Synopsis Data-Driven Science and Engineering by : Steven L. Brunton

Download or read book Data-Driven Science and Engineering written by Steven L. Brunton and published by Cambridge University Press. This book was released on 2022-05-05 with total page 615 pages. Available in PDF, EPUB and Kindle. Book excerpt: A textbook covering data-science and machine learning methods for modelling and control in engineering and science, with Python and MATLAB®.


Data-Driven Science and Engineering Related Books

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®.
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 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
Data-Driven Modeling and Pattern Recognition of Dynamical Systems
Language: en
Pages:

Data-Driven Modeling and Pattern Recognition of Dynamical Systems

Authors: Pritthi Chattopadhyay
Categories:
Type: BOOK - Published: 2018 - Publisher:

DOWNLOAD EBOOK

Human-engineered complex systems need to be monitored consistently to ensuretheir safety and efficiency, which might be affected due to degradation over timeor
Automating Data-Driven Modelling of Dynamical Systems
Language: en
Pages: 250

Automating Data-Driven Modelling of Dynamical Systems

Authors: Dhruv Khandelwal
Categories: Technology & Engineering
Type: BOOK - Published: 2022-02-03 - Publisher: Springer Nature

DOWNLOAD EBOOK

This book describes a user-friendly, evolutionary algorithms-based framework for estimating data-driven models for a wide class of dynamical systems, including