Items related to Statistical Methods for Materials Science
Synopsis
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 Author
Jeffrey P. Simmons, Lawrence F. Drummy, Charles A. Bouman, Marc De Graef
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Statistical Methods for Materials Science: The Data Science of Microstructure Characterization
Published by
Taylor & Francis Ltd, 2021
ISBN 10: 0367780283
ISBN 13: 9780367780289
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Statistical Methods for Materials Science
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Statistical Methods for Materials Science: The Data Science of Microstructure Characterization
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