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Type: BOOK - Published: 2023-06-27 - Publisher: Frontiers Media SA

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Data-Driven Science and Engineering
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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
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Combining scientific computing methods and algorithms with modern data analysis techniques, including basic applications of compressive sensing and machine lear
Dynamic Mode Decomposition
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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
Advances In Data-based Approaches For Hydrologic Modeling And Forecasting
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Authors: Bellie Sivakumar
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This book comprehensively accounts the advances in data-based approaches for hydrologic modeling and forecasting. Eight major and most popular approaches are se