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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Bahasa Inggeris ● Format EPUB ● Halaman-halaman 1000 ● ISBN 9789811204586 ● Saiz fail 46.2 MB ● Penerbit World Scientific Publishing Company ● Bandar raya Singapore ● Negara SG ● Diterbitkan 2020 ● Muat turun 24 bulan ● Mata wang EUR ● ID 7726578 ● Salin perlindungan Adobe DRM
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