Kniha Statistical Methods for Materials Science Charles A. Bouman

Statistical Methods for Materials Science

Jazyk: Angličtina
Vazba: Pevná
Dostupnost: 50 % šance
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Data analytics has become an integral part of materials science. This book provides the practical to...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Pevná
Vydáno
2019
Stránek
514
EAN
9781498738200
ISBN
9781498738200
Enbook ID
18360336
Hmotnost
1112
Rozměry
260 x 185 x 35

Kompletní popis

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.

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