Titolo: Statistical Methods for Materials Science : The Data Science of Microstructure Characterization
Editore: CRC Press
Data di pubblicazione: 2021
Lingua: Inglese
ISBN 10: 0367780283
ISBN 13: 9780367780289
Rilegatura: Brossura
Condizione: New

Descrizione articolo

Riassunto

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.

Informazioni sull?autore

Jeffrey P. Simmons, Lawrence F. Drummy, Charles A. Bouman, Marc De Graef

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