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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

Jeffrey P. Simmons
0/5 ( ratings)
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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.
Pages
514
Format
Hardcover
Release
February 06, 2019
ISBN 13
9781498738200

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

Jeffrey P. Simmons
0/5 ( ratings)
Read Download
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.
Pages
514
Format
Hardcover
Release
February 06, 2019
ISBN 13
9781498738200

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