Data Driven Science And Engineering

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Data-Driven Science and Engineering
Language: en
Pages: 615
Authors: Steven L. Brunton
Categories: Computers
Type: BOOK - Published: 2022-05-05 - Publisher: Cambridge University Press

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A textbook covering data-science and machine learning methods for modelling and control in engineering and science, with Python and MATLABĀ®.
Data-Driven Modeling & Scientific Computation
Language: en
Pages: 657
Authors: Jose Nathan Kutz
Categories: Computers
Type: BOOK - Published: 2013-08-08 - Publisher:

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Combining scientific computing methods and algorithms with modern data analysis techniques, including basic applications of compressive sensing and machine lear
Data-Driven Technology for Engineering Systems Health Management
Language: en
Pages: 364
Authors: Gang Niu
Categories: Technology & Engineering
Type: BOOK - Published: 2016-07-27 - Publisher: Springer

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This book introduces condition-based maintenance (CBM)/data-driven prognostics and health management (PHM) in detail, first explaining the PHM design approach f
Data-Driven Engineering Design
Language: en
Pages: 203
Authors: Ang Liu
Categories: Technology & Engineering
Type: BOOK - Published: 2021-10-09 - Publisher: Springer Nature

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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. T
Dynamic Mode Decomposition
Language: en
Pages: 241
Authors: J. Nathan Kutz
Categories: Science
Type: BOOK - Published: 2016-11-23 - Publisher: SIAM

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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