Jeffrey P. Simmons – författare
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2 produkter
2 produkter
Statistical Methods for Materials Science
The Data Science of Microstructure Characterization
Häftad, Engelska, 2021
707 kr
Skickas inom 10-15 vardagar
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.
Statistical Methods for Materials Science
The Data Science of Microstructure Characterization
Inbunden, Engelska, 2019
3 369 kr
Skickas inom 10-15 vardagar
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.