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Deep learning-based high-throughput mesomechanical analysis framework for particulate composites

delete2026-01-26
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PRE
AI
X
Xin Wei
赵
赵丽华 (Lihua Zhao)
孙
孙依人 (Yiren Sun) *
DOI:10.1016/j.conbuildmat.2026.145403delete
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摘要

摘要

En 中文
• Deep learning based high-throughput mesomechanical analysis framework was proposed. • Pixelated random particle generation method was developed. • High-throughput analysis of 3000 asphalt concrete mesostructures was conducted. • Framework enables efficient exploration of mesostructure-response relationships.

期刊

Construction and Building Materials 封面图
Construction and Building Materials
IF:
8
论文数:
4.5W
被引数:
27.9W

机构

D
dalian jiaotong university
学者数:
2.6K
论文数: 1.7K
被引数: 2
D
Dalian University of Technology
学者数:
6.0W
论文数: 4.4W
被引数: 5.5W
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