Northwestern University

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Filtering by: Keyword Gaussian process Resource type Dissertation Subject Mechanical engineering

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Quantification of Microstructure Induced Uncertainty in Multiscale Materials with Random Processes

Description:

The heart of computational materials science lies in providing fundamental insights and understanding of materials behavior and properties across different scales. The significance of this task is highlighted by the Materials Genome Initiative and the emergence of computational tools and frameworks such as materials by design, microstructure sensitive design, and...

Keyword:

random Process, Multiscale simulation, Microstructure, Gaussian process, and Uncertainty

Subject:

Materials Science, Statistics, and Mechanical engineering

Creator:

Bostanabad, Ramin

Owner:

Scholarly Digital Publishing

Language:

en

Date Uploaded:

02/12/2020

Date Created:

2019-01-01

Resource Type:

Dissertation

Alternate Identifier:

http://dissertations.umi.com/northwestern:14508 and etdadmin_upload_638165