Statistical Methods for Materials Science

This book PDF is perfect for those who love Technology & Engineering genre, written by Jeffrey P. Simmons and published by CRC Press which was released on 13 February 2019 with total hardcover pages 690. You could read this book directly on your devices with pdf, epub and kindle format, check detail and related Statistical Methods for Materials Science books below.

Statistical Methods for Materials Science
Author : Jeffrey P. Simmons
File Size : 44,6 Mb
Publisher : CRC Press
Language : English
Release Date : 13 February 2019
ISBN : 9781351647380
Pages : 690 pages
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Statistical Methods for Materials Science by Jeffrey P. Simmons Book PDF Summary

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

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

Get Book
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The investigation of the origin and formation of microstructures and the effect that microstructure has on the properties of materials are important issues in materials science and technology. Geometrical analysis is often the key to understanding the formation of microstructures and the resulting material properties. The authors make use of

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The present work is an introductory text in statistics, addressed to researchers and students in the field of material science. It aims to give the readers basic knowledge on how statistical reasoning is exploitable in this field, improving their knowledge of statistical tools and helping them to carry out statistical

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Statistical Methods for Materials Science

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

Get Book
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This volume of Methods of Experimental Physics provides an extensive introduction to probability and statistics in many areas of the physical sciences, with an emphasis on the emerging area of spatial statistics. The scope of topics covered is wide-ranging-the text discusses a variety of the most commonly used classical methods

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