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Book Synopsis
This compendium provides a comprehensive collection of the emergent applications of big data, machine learning, and artificial intelligence technologies to present day physical sciences ranging from materials theory and imaging to predictive synthesis and automated research. This area of research is among the most rapidly developing in the last several years in areas spanning materials science, chemistry, and condensed matter physics.Written by world renowned researchers, the compilation of two authoritative volumes provides a distinct summary of the modern advances in instrument — driven data generation and analytics, establishing the links between the big data and predictive theories, and outlining the emerging field of data and physics-driven predictive and autonomous systems.

Handbook On Big Data And Machine Learning In The

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    A Hardback by Sergei V Kalinin, Ian T Foster

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      View other formats and editions of Handbook On Big Data And Machine Learning In The by Sergei V Kalinin

      Publisher: World Scientific Publishing Co Pte Ltd
      Publication Date: Publication Date: 12/05/2020
      ISBN13: 9789811204449, 978-9811204449
      ISBN10: 9811204446

      Description

      Book Synopsis
      This compendium provides a comprehensive collection of the emergent applications of big data, machine learning, and artificial intelligence technologies to present day physical sciences ranging from materials theory and imaging to predictive synthesis and automated research. This area of research is among the most rapidly developing in the last several years in areas spanning materials science, chemistry, and condensed matter physics.Written by world renowned researchers, the compilation of two authoritative volumes provides a distinct summary of the modern advances in instrument — driven data generation and analytics, establishing the links between the big data and predictive theories, and outlining the emerging field of data and physics-driven predictive and autonomous systems.

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