Data Driven Science and Engineering

Data Driven Science and Engineering DOWNLOAD
  • Publisher : Cambridge University Press
  • File Size : 48,7 Mb
  • Release : 05 May 2022
  • ISBN : 9781009098489
  • Page : 615 pages

Summary: Data Driven Science and Engineering PDF is a Fantastic Computers book by Steven L. Brunton. It was published by Cambridge University Press on 05 May 2022. This Book has 615 pages and Available to download in PDF, EPUB and Kindle Format. Read detail book and summary below and click download button to get book file and read directly from your devices.

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

Data Driven Science and Engineering
Author: Steven L. Brunton,J. Nathan Kutz
File Size : 51,5 Mb
Category: Computers

A textbook covering data-science and machine learning methods for modelling and control in engineering and science, with Python and MATLAB®.

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Data Driven Science and Engineering

Data Driven Science and Engineering
Author: Steven L. Brunton,J. Nathan Kutz
File Size : 45,6 Mb
Category: Computers

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

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Data Driven Modeling Scientific Computation

Data Driven Modeling Scientific Computation
Author: J. Nathan Kutz
File Size : 46,6 Mb
Category: Computers

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

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Machine Learning Control Taming Nonlinear Dynamics and Turbulence

Machine Learning Control Taming Nonlinear Dynamics and Turbulence
Author: Thomas Duriez,Steven L. Brunton,Bernd R. Noack
File Size : 53,7 Mb
Category: Computers

This is the first textbook on a generally applicable control strategy for turbulence and other complex nonlinear systems. The approach of the book employs powerful methods of machine learning for

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Informatics for Materials Science and Engineering

Informatics for Materials Science and Engineering
Author: Krishna Rajan
File Size : 46,8 Mb
Category: Computers

Materials informatics: a ‘hot topic’ area in materials science, aims to combine traditionally bio-led informatics with computational methodologies, supporting more efficient research by identifying strategies for time- and cost-effective analysis.

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Data Driven Engineering Design

Data Driven Engineering Design
Author: Ang Liu,Yuchen Wang,Xingzhi Wang
File Size : 45,8 Mb
Category: Computers

This book addresses the emerging paradigm of data-driven engineering design. In the big-data era, data is becoming a strategic asset for global manufacturers. This book shows how the power of

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Data Driven Traffic Engineering

Data Driven Traffic Engineering
Author: Hubert Rehborn,Micha Koller,Stefan Kaufmann
File Size : 48,8 Mb
Category: Computers

Data-Driven Traffic Engineering: Understanding of Traffic and Applications Based on Three-Phase Traffic Theory shifts the current focus from using modeling and simulation data for traffic measurements to the use of

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Data Driven Technology for Engineering Systems Health Management

Data Driven Technology for Engineering Systems Health Management
Author: Gang Niu
File Size : 49,9 Mb
Category: Computers

This book introduces condition-based maintenance (CBM)/data-driven prognostics and health management (PHM) in detail, first explaining the PHM design approach from a systems engineering perspective, then summarizing and elaborating on

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Dynamic Mode Decomposition

Dynamic Mode Decomposition
Author: J. Nathan Kutz,Steven L. Brunton,Bingni W. Brunton,Joshua L. Proctor
File Size : 40,6 Mb
Category: Computers

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-established methods in dynamical systems theory. This

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Applied Data Science

Applied Data Science
Author: Martin Braschler,Thilo Stadelmann,Kurt Stockinger
File Size : 55,7 Mb
Category: Computers

This book has two main goals: to define data science through the work of data scientists and their results, namely data products, while simultaneously providing the reader with relevant lessons

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Data Driven Optimization of Manufacturing Processes

Data Driven Optimization of Manufacturing Processes
Author: Kalita, Kanak,Ghadai, Ranjan Kumar,Gao, Xiao-Zhi
File Size : 41,7 Mb
Category: Computers

All machining process are dependent on a number of inherent process parameters. It is of the utmost importance to find suitable combinations to all the process parameters so that the

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Data Driven Modeling Using MATLAB in Water Resources and Environmental Engineering

Data Driven Modeling Using MATLAB in Water Resources and Environmental Engineering
Author: Shahab Araghinejad
File Size : 42,8 Mb
Category: Computers

“Data-Driven Modeling: Using MATLAB® in Water Resources and Environmental Engineering” provides a systematic account of major concepts and methodologies for data-driven models and presents a unified framework that makes the

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Data Driven Evolutionary Modeling in Materials Technology

Data Driven Evolutionary Modeling in Materials Technology
Author: Nirupam Chakraborti
File Size : 47,9 Mb
Category: Computers

Due to efficacy and optimization potential of genetic and evolutionary algorithms, they are used in learning and modeling especially with the advent of big data related problems. This book presents

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Data Driven Modeling for Sustainable Engineering

Data Driven Modeling for Sustainable Engineering
Author: Kondo H. Adjallah,Babiga Birregah,Henry Fonbeyin Abanda
File Size : 45,8 Mb
Category: Computers

This book gathers the proceedings of the 1st International Conference on Engineering, Applied Sciences and System Modeling (ICEASSM), a four-day event (18th–21st April 2017) held in Accra, Ghana. It focuses

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Data Driven Controller Design

Data Driven Controller Design
Author: Alexandre Sanfelice Bazanella,Lucíola Campestrini,Diego Eckhard
File Size : 53,7 Mb
Category: Computers

Data-Based Controller Design presents a comprehensive analysis of data-based control design. It brings together the different data-based design methods that have been presented in the literature since the late 1990’s.

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