Statistical Methods for Materials Science

The Data Science of Microstructure Characterization

Nonfiction, Science & Nature, Science, Physics, Solid State Physics, Technology, Material Science, Mathematics, Statistics
Cover of the book Statistical Methods for Materials Science by , CRC Press
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: ISBN: 9781351647380
Publisher: CRC Press Publication: February 13, 2019
Imprint: CRC Press Language: English
Author:
ISBN: 9781351647380
Publisher: CRC Press
Publication: February 13, 2019
Imprint: CRC Press
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from CRC Press

Cover of the book Nutrition in Public Health by
Cover of the book Builder's Reference Book by
Cover of the book Nanostructured Electrochromic Materials for Smart Switchable Windows by
Cover of the book Applied Respiratory Pathophysiology by
Cover of the book Restoring Primary Care by
Cover of the book Vitamins and Minerals in the Prevention and Treatment of Cancer by
Cover of the book Legionellosis by
Cover of the book Profit Improvement through Supplier Enhancement by
Cover of the book Sustainable Engineering by
Cover of the book Thermal Stresses by
Cover of the book Functions of Two Variables by
Cover of the book 3ds Max Modeling for Games by
Cover of the book Advanced Fracture Mechanics and Structural Integrity by
Cover of the book Health and Safety, Environment and Quality Audits by
Cover of the book Heterogenous Photochemical Electron Transfer by
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy