Condensed Matter

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

Name: Statistical Methods for Materials Science: The Data Science of Microstructure Characterization
Brand: CRC Press
SKU: 9780367780289
Price: 7584.00 INR
Availability: InStock
ISBN: 9780367780289

Contributor(s): Simmons, Jeffrey P. Editor , Drummy, Lawrence F. Editor , Bouman, Charles A. Editor Format: Paperback

Paperback · ISBN 9780367780289

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Key Specifications

ISBN	9780367780289
Publisher	CRC Press
Publication date	March 2021
Language	English
MRP	£53.99 GBP
Page count	538
Item weight	204 g

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.

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

Key Specifications

Simmons, Jeffrey P. Editor

Drummy, Lawrence F. Editor

Bouman, Charles A. Editor

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