株式会社極東書店トップ商品一覧Statistical Methods for Materials Science: The Data Science of Microstructure Characterization.

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Statistical Methods for Materials Science: The Data Science of Microstructure Characterization.

Statistical Methods for Materials Science: The Data Science of Microstructure Characterization.

・ISBN 978-1-4987-3820-0 hard GB£ 260.00

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お気に入り
電子版あり 大学・学術機関向け電子ブック(eBook)ISBN 9781315121062
著者・編者Simmons, Jeffrey P. / Drummy, Lawrence F. / Bouman, Charles A. / De Graef, Marc (eds.),
出版社 (CRC Press Inc, US)
出版年月2019
ページ数536 pp.
言語ENG
ニュース番号<A00-30826>

解説

Data analytics has become an integral part of materials science. This book provides the practical tools and fundamentals needed for researchers in materials science to understand how to analyze large datasets using statistical methods, especially inverse methods applied to microstructure characterization. It contains valuable guidance on essential topics such as denoising and data modeling. Additionally, the analysis and applications section addresses compressed sensing methods, stochastic models, extreme estimation, and approaches to pattern detection.