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

Statistical Methods for Materials Science: The Data Science of Microstructure Characterization
Format
Paperback
Publisher
Taylor & Francis Ltd
Country
United Kingdom
Published
31 March 2021
Pages
514
ISBN
9780367780289

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

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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