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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
Laser-matter interactions in directed energy deposition

Description:

Additive manufacturing is a promising process that has the capability to build components with complex geometries for structural and biomedical applications. Due to the rapid and localized directional solidification of molten metallic alloys, unique phase transformations occur at the melt pool that can provide for components with greater strength and...

Subject:

Materials Science and Mechanical engineering

Creator:

Wolff, Sarah

Owner:

Scholarly Digital Publishing

Language:

en

Date Uploaded:

02/12/2020

Date Created:

2018-01-01

Resource Type:

Dissertation

Alternate Identifier:

http://dissertations.umi.com/northwestern:14448 and etdadmin_upload_626097

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Quantification of Microstructure Induced Uncertainty in Multiscale Materials with Random Processes

Laser-matter interactions in directed energy deposition

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