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Statistical Methods for Materials Science

Name: Statistical Methods for Materials Science
Brand: Taylor & Francis Inc
SKU: 18360336
Price: 322.19 EUR
Availability: InStock
Author: Charles A. Bouman
ISBN: 9781498738200

Lingua

Inglese

Libro Rigido

Codice Libristo: 18360336

Casa editrice Taylor & Francis Inc, febbraio 2019

Data analytics has become an integral part of materials science. This book provides the practical to... Descrizione completa

Codice Libristo: 18360336

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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.