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Filtering by: Keyword Deep learning Resource type Dissertation Subject Computer science

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Data-Driven and Diversity-Enhanced Design of Heterogeneous Multiscale Structures

Description:

The advent of metamaterials—hierarchical structures that manifest properties beyond those found in nature through geometry rather than material composition—inspired new possibilities and research in many fields. In mechanics, periodic metamaterials exhibit behaviors ranging from unprecedented compressibility to extreme stiffness. Numerous geometric classes of metamaterials with these properties have been discovered,...

Keyword:

Design representation, Deep learning, Design synthesis, Multiscale topology optimization, Data-driven design, and Data acquisition

Subject:

Design, Mechanical engineering, and Computer science

Creator:

Chan, Yu-Chin

Owner:

Scholarly Digital Publishing

Language:

en

Date Uploaded:

09/22/2022

Date Created:

2022-01-01

Resource Type:

Dissertation

Alternate Identifier:

http://dissertations.umi.com/northwestern:16251 and etdadmin_upload_928694
Accelerated Cardiovascular MRI using Compressed Sensing and Artificial Intelligence

Description:

Cardiovascular disease is the leading cause of death in US and non-invasive cardiac imaging has vital importance for early detection and diagnosis of heart disease. Cardiac Magnetic Resonance (CMR) is arguably the most versatile imaging modality and capable of a comprehensive evaluation of heart disease without ionization radiation. Despite the...

Keyword:

Cardiovascular MRI, Deep learning, Magnetic Resonance Imaging , Image segmentation, Compressed Sensing, and Image reconstruction

Subject:

Artificial intelligence, Medical imaging, and Computer science

Creator:

Shen, Daming

Owner:

Scholarly Digital Publishing

Language:

en

Date Uploaded:

06/28/2021

Date Created:

2021-01-01

Resource Type:

Dissertation

Alternate Identifier:

http://dissertations.umi.com/northwestern:15537 and etdadmin_upload_816372

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