[DOWNLOAD] "Statistical Methods for Materials Science" by Jeffrey P. Simmons, Lawrence F. Drummy, Charles A. Bouman & Marc De Graef # eBook PDF Kindle ePub Free
eBook details
- Title: Statistical Methods for Materials Science
- Author : Jeffrey P. Simmons, Lawrence F. Drummy, Charles A. Bouman & Marc De Graef
- Release Date : January 13, 2019
- Genre: Engineering,Books,Professional & Technical,Science & Nature,Physics,Mathematics,
- Pages : * pages
- Size : 45341 KB
Description
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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