<tt>TNet</tt>: A Model-Constrained Tikhonov Network Approach for Inverse Problems-Reference-Cited by-同舟云学术

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TNet: A Model-Constrained Tikhonov Network Approach for Inverse Problems

Published:2024-01-30 Issue:1 Volume:46 Page:C77-C100
ISSN:1064-8275
Container-title:SIAM Journal on Scientific Computing
language:en
Short-container-title:SIAM J. Sci. Comput.

Author:

Nguyen Hai V.¹^ORCID,Bui-Thanh Tan²^ORCID

Affiliation:

1. Department of Aerospace Engineering and Engineering Mechanics, The University of Texas at Austin, Austin, TX 78712 USA.

2. Department of Aerospace Engineering and Engineering Mechanics, The Oden Institute for Computational Engineering and Sciences, The University of Texas at Austin, Austin, TX 78712 USA.

Funder

National Science Foundation

Department of Energy

Publisher

Society for Industrial & Applied Mathematics (SIAM)

Reference48 articles.

1. Solving ill-posed inverse problems using iterative deep neural networks

2. MoDL: Model-Based Deep Learning Architecture for Inverse Problems

3. Inverse Heat Transfer Problems

4. The Effects of Adding Noise During Backpropagation Training on a Generalization Performance

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