Lets Explore,

Statistical Methods for Materials Science: The Data Science of Microstructure Characterization

(Paperback)

Marc De Graef, Charles A. Bouman, Jeffrey P. Simmons,

Taylor & Francis Ltd (Publisher)

Published

2021

Reviews

Mathematics and Science Mathematics Probability and statistics

By: Marc De Graef, Charles A. Bouman, Jeffrey P. Simmons | Publisher: Taylor & Francis Ltd | Released: 31 Mar 2021

Ships within 14-16 days

Free Shipping in India

International Edition

₹5552.00

₹5783.00

4% off

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.