The Data Science of Microstructure Characterization Jeffrey P. Simmons creator Lawrence F. Drummy B01 Charles A. Bouman B01 Marc De Graef B01 CRC Press 20210331 1 g eng 514 p 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. 9780367780289 Taylor & Francis 01 250312 20250317100417.0 0367780283