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.
HDBK BIG DATA & MACH LEARN (2V) [EPUB ebook]
(In 2 Volumes)Volume 1: Big Data Methods in Experimental Materials DiscoveryVolume 2: Advanced Analysis Solutions for Leading Experimental Techniques
(In 2 Volumes)Volume 1: Big Data Methods in Experimental Materials DiscoveryVolume 2: Advanced Analysis Solutions for Leading Experimental Techniques
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Språk Engelska ● Formatera EPUB ● Sidor 1000 ● ISBN 9789811204586 ● Filstorlek 46.2 MB ● Utgivare World Scientific Publishing Company ● Stad Singapore ● Land SG ● Publicerad 2020 ● Nedladdningsbara 24 månader ● Valuta EUR ● ID 7726578 ● Kopieringsskydd Adobe DRM
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