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Statistical Methods for Materials Science

Language EnglishEnglish
Book Hardback
Book Statistical Methods for Materials Science Charles A. Bouman
Libristo code: 18360336
Publishers Taylor & Francis Inc, February 2019
Data analytics has become an integral part of materials science. This book provides the practical to... Full description
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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.

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About the book

Full name Statistical Methods for Materials Science
Author Charles A. Bouman, Marc De Graef, Lawrence F. Drummy, Jeffrey P. Simmons
Language English
Binding Book - Hardback
Date of issue 2019
Number of pages 514
EAN 9781498738200
ISBN 9781498738200
Libristo code 18360336
Publishers Taylor & Francis Inc
Weight 1112
Dimensions 260 x 185 x 35

Categories

Mathematics & Science > Physics > Materials / States of matter > Condensed matter physics (liquid state & solid state physics)
Mathematics & Science > Mathematics > Probability & statistics
Technology, Engineering, Agriculture > Mechanical engineering & materials > Materials science
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