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Yingjian Liu

University of Texas at Dallas

2601 North Floyd Road

Richardson, TX 75083

United States

  • University of Texas at Dallas

SCHOLARLY PAPERS

2

DOWNLOADS

100

TOTAL CITATIONS

0

Scholarly Papers (2)

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1.

Topology-aware Stress Analysis in Shell Structures

Number of pages: 34 Posted: 20 Nov 2025
Junpeng Wang, Yingjian Liu, Jun Wu and Rüdiger Westermann
Technische Universität München (TUM), University of Texas at Dallas, Delft University of Technology and Technische Universität München (TUM)
Downloads 68 (899,324)

Abstract:

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Shell structures, Principal stress lines, Topology analysis, Streamline seeding

2.

A Convolutional Hierarchical Deep-learning Neural Network (C-HiDeNN) Framework for Non-linear Finite Element/Meshfree Analysis

Number of pages: 43 Posted: 02 Sep 2025
Yingjian Liu, Monish Yadav Pabbala, Jiachen Guo, Chanwook Park, Gino Domel, Wing Kam Liu and Dong Qian
University of Texas at Dallas, University of Texas at Dallas, Northwestern University, Northwestern University, Northwestern University, Northwestern University and University of Texas at Dallas
Downloads 32 (1,290,922)

Abstract:

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Convolution Hierarchical deep neural network (C-HiDeNN), Hierarchical deep neural network (HiDeNN), machine learning, shape function, meshfree method, nonlinear finite element.