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Fukun Xia

Swinburne University of Technology

Cnr Wakefield and William Streets, Hawthorn Victor

3122 Victoria, 3122

Australia

  • Swinburne University of Technology

SCHOLARLY PAPERS

3

DOWNLOADS

118

TOTAL CITATIONS

0

Scholarly Papers (3)

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1.

Predicting Deformation and Stress-Strain Behaviour of Lattice Truss Structures Under Compression Using Dual Graph Neural Network

Composite Structures, volume 372, 2025[10.1016/j.compstruct.2025.119557]
Number of pages: 36 Posted: 05 Feb 2025 Last Revised: 20 Nov 2025
Fukun Xia, Guangsi Shi, zhipeng gao, Jiahui Li, Shanqing Xu and Dong Ruan
Swinburne University of Technology, Monash University, Swinburne University of Technology, affiliation not provided to SSRN, Swinburne University of Technology and Swinburne University of Technology
Downloads 91 (742,061)

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Lattice truss structure, Graph neural network, Deep Learning, Compression, Deformation

2.

Predicting Kresling Origami Mechanics under Compression Using Simplicial Neural Network

Number of pages: 33 Posted: 27 May 2026
Fukun Xia, Shanqing Xu, Guangsi Shi, zhipeng gao and Wei Qiang
Swinburne University of Technology, Swinburne University of Technology, Monash University, Swinburne University of Technology and Southern University of Science and Technology
Downloads 19 (1,561,096)

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Kresling origami, Simplicial neural network (SNN), structural mechanics, Computational modelling, Geometric scaling law

3.

Crashworthiness of novel hierarchical multi-cell sandwich circular tubes under axial crushing

Number of pages: 46 Posted: 11 Jun 2026
zhipeng gao, Shaoyi Guan, Yuqin Tian, Fukun Xia and Dong Ruan
Swinburne University of Technology, Lanzhou University of Technology, Lanzhou University of Technology, Swinburne University of Technology and Swinburne University of Technology
Downloads 8

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Multi-cell structure, Sandwich tube, Energy absorption, Bio-inspired, Crashworthiness