Handbook on big data and machine learning in the physical sciences [electronic resource] /
edited by Surya Kalidindi ... [et al.].
- Singapore ; New Jersey : World Scientific, [2020]
- 1 online resource (2 vols.)
- World scientific series on emerging technologies; v. 1 .
- World scientific series on emerging technologies; v. 1. .
Includes bibliographical references and index.
vol. 1. Big data methods in experimental materials discovery -- vol. 2. Advanced analysis solutions for leading experimental techniques.
"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"--Publisher's website.
9789811204531 9811204535
Physical sciences--Data processing.
Big data.
Artificial intelligence.
Electronic books.
Q183.9 / .H364 2020
500.20285/57
Includes bibliographical references and index.
vol. 1. Big data methods in experimental materials discovery -- vol. 2. Advanced analysis solutions for leading experimental techniques.
"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"--Publisher's website.
9789811204531 9811204535
Physical sciences--Data processing.
Big data.
Artificial intelligence.
Electronic books.
Q183.9 / .H364 2020
500.20285/57