دانلود کتاب Uncertainty Quantification in Multiscale Materials Modeling

Name: Uncertainty Quantification in Multiscale Materials Modeling
Availability: InStock
Author: Yan Wang (editor)
ISBN: 0081029411,9780081029411

by Yan Wang (editor), David L. McDowell (editor)

عنوان فارسی: عدم قطعیت کمی در چندمقياسی مواد مدل سازی
ناشر: Woodhead Publishing
سال: 2020
ویرایش: 1
زبان: انگلیسی
تعداد صفحه (نسخه چاپی - نسخه الکترونیکی): 604-589
شابک: 0081029411,9780081029411
نوع فایل: PDF دانلود نرم افزار مطالعه
حجم: 16.89 مگابایت

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جزییات کتاب

Uncertainty Quantification in Multiscale Materials Modeling provides a complete overview of uncertainty quantification (UQ) in computational materials science. It provides practical tools and methods along with examples of their application to problems in materials modeling. UQ methods are applied to various multiscale models ranging from the nanoscale to macroscale. This book presents a thorough synthesis of the state-of-the-art in UQ methods for materials modeling, including Bayesian inference, surrogate modeling, random fields, interval analysis, and sensitivity analysis, providing insight into the unique characteristics of models framed at each scale, as well as common issues in modeling across scales.