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Author

Shiyao Huang

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Aug 2026

Research on residual stress field prediction for multi-riveted samples based on the U-Net network

Riveted joints are widely used in aircraft structures, where residual stresses around rivet holes strongly affect fatigue performance and structural safety. Finite element analysis can provide detailed residual stress fields, but its high computational cost restricts rapid design evaluation and parametric optimizatio...

Yunlong Shen, Xingzhi Zhao, Zhen-Fei Zhan et al. · 0 citations
Aug 2026

A surrogate model-based co-optimization methodology for die-casting process and cooling system

In low-pressure die casting (LPDC), there is a complicated relationship between the solidification behavior of the casting and the thermal stress of the mold. Conventional studies consider these two aspects separately, complicating global co-optimization. To address this, the present paper puts forward a methodology fo...

Fu-Hao Fan, Yunlang Zhan, Zhen-Fei Zhan et al. · 0 citations
Jul 2026

A Data-Driven Model for Predicting Casting Solidification Time and Mold Thermal Stress

This study proposes a data-driven surrogate modeling framework for predicting solidification time and mold thermal stress during low-pressure die casting (LPDC) of aluminum alloy wheels. The methodology employed an optimal Latin hypercube design (OLHD) to sample key parameters including cooling channel geometry and...

Fu-Hao Fan, Yunlang Zhan, Zhen-Fei Zhan et al. · 0 citations

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