Statistical Methods for Materials Science : The Data Science of Microstructure Characterization
Simmons, Jeffrey P. (EDT); Drummy, Lawrence F. (EDT); Bouman, Charles A. (EDT); De Graef, Marc (EDT)
Language: English
Published by CRC Press, 2019
- Hardcover
- Used
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- Title
- Statistical Methods for Materials Science : The Data Science of Microstructure Characterization
- Author
- Simmons, Jeffrey P. (EDT); Drummy, Lawrence F. (EDT); Bouman, Charles A. (EDT); De Graef, Marc (EDT)
- Publisher
- CRC Press
- Publication year
- 2019
- Condition
- As New
- Binding
- Hardcover
- Language
- English
- ISBN 10
- 1498738206
- ISBN 13
- 9781498738200
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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GreatBookPricesUK
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