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AI-assisted structure reconstruction and multiphysics modeling of gas diffusion layers

delete2026-07-09
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OA
AI
S
Shuheng Yuan
L
Linhao Fan *
Y
Yuan Wang
R
Ruyi Xu
H
Hao Deng *
Y
Yan Wang
J
Jiawei Zhu
J
Jia Liu
Z
Zhongjun Hou
Q
Qing Du
DOI:10.1016/j.egyai.2026.100843delete
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Abstract

Abstract

En 中文
• A closed-loop framework is developed for reconstruction and structure-resolved modeling. • A U-Net-based segmentation method improves accuracy and efficiency. • A reconstruction algorithm is developed to alter the porosity. • Transmission channel quantity and quality jointly determine performance.
Keywords:
Fuel cell
gas diffusion layer
multiphysics modeling
machine learning
mass transfer

Journal

Energy and AI cover
Energy and AI
IF:
9.6
Papers:
835
Citations:
3.1K

Organization

T
tianjin university
Scholars:
7.7W
Papers: 5.7W
Citations: 88
L
ltd
Scholars:
525
Papers: 271
Citations: 0
S
shandong renfeng special materials co
Scholars:
4
Papers: 1
Citations: 0
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