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Yansong Wang

North University of China

No. 3 Xueyuan Road, Taiyuan, China

taiyuan, 030051

China

SCHOLARLY PAPERS

1

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Scholarly Papers (1)

1.

Physics-Informed Microstructure Modeling and Data-DrivenOptimization of 1–3 Piezoelectric Composites for ExtremeEnvironments

Number of pages: 18 Posted: 04 Feb 2026
Yansong Wang, Hongliang Wang, Runze Yang, Xi Zuo and Jie Li
North University of China, North University of China, North University of China, North University of China and North University of China
Downloads 20 (1,459,862)

Abstract:

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Physics-guided deep neural network1–3 piezoelectric compositesMicromechanics homogenizationMulti-objective optimization