TY  - GEN
AU  - Jeffrey P.Simmons
AU  - Lawrence F.Drummy
AU  - Charles A.Bouman
AU  - Marc De Graef
TI  - Statistical Methods for Materials Science: The Data Science of Microstructure Characterization
SN  - 9780367780289
PY  - 2021///0331
PB  - CRC Press
N2  - 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
ER  -