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Shengyu Duan

Beijing Institute of Technology

5 South Zhongguancun street

Center for Energy and Environmental Policy Researc

Beijing, 100081

China

SCHOLARLY PAPERS

5

DOWNLOADS

212

TOTAL CITATIONS

0

Scholarly Papers (5)

Topological Lattice Structure Design and Optimization Algorithm Based on Interpretable Gene Coding

Number of pages: 42 Posted: 18 Oct 2025
Peking University, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology and Peking University - State Key Laboratory for Turbulence and Complex Systems & Center for Applied Physics and Technology
Downloads 36 (1,267,060)

Abstract:

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gene coding, machine learning, transient nonlinearity, non-gradient optimization

Topological Lattice Structure Design and Optimization Algorithm Based on Interpretable Gene Coding

Number of pages: 42 Posted: 09 Sep 2025
Peking University, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology and Peking University - State Key Laboratory for Turbulence and Complex Systems & Center for Applied Physics and Technology
Downloads 29 (1,371,100)

Abstract:

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gene coding, machine learning, transient nonlinearity, non-gradient optimization

2.

Twist Design of Lattice Structure Fabricated by Powder Bed Fusion to Adjust the Energy Absorption Behavior

Number of pages: 16 Posted: 14 Nov 2023
Beijing Institute of Technology, Beijing Institute of Technology, affiliation not provided to SSRN, Beijing Institute of Technology - Institute of Advanced Structure Technology, Beijing Institute of Technology and Beijing Institute of Technology
Downloads 52 (1,041,696)

Abstract:

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Lattice structure, Twist, Mechanical properties, Energy absorption, Powder bed fusion.

Research on Optimization Methods of Structures Under Impact Load Based on Multilayer Perceptron and Genetic Algorithm

Number of pages: 28 Posted: 22 May 2024
Haojie Ma, Xiao Kang, Shengyu Duan and Ying Li
Peking University, Beijing Institute of Technology, Beijing Institute of Technology and Beijing Institute of Technology
Downloads 24 (1,445,011)

Abstract:

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Multilayer perceptron, B-spline, Nearly orthogonal Latin hypercube sampling, Transient optimization, Non-gradient optimization

Research on Optimization Methods of Structures Under Impact Load Based on Multilayer Perceptron and Genetic Algorithm

Number of pages: 29 Posted: 27 Jul 2024
Haojie Ma, Xiao Kang, Shengyu Duan and Ying Li
Peking University, Beijing Institute of Technology, Beijing Institute of Technology and Beijing Institute of Technology
Downloads 24 (1,445,011)

Abstract:

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Multilayer perceptron, B-spline, Nearly orthogonal Latin hypercube sampling, Transient optimization, Non-gradient optimization

4.

Structural Transient Dynamic Topology Optimization Based on Autoencoder-Enhanced Generative Adversarial Network and Elitist Guidance Evolutionary Algorithm

Number of pages: 25 Posted: 13 May 2025
Peking University, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology and Peking University - State Key Laboratory for Turbulence and Complex Systems & Center for Applied Physics and Technology
Downloads 33 (1,277,121)

Abstract:

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Machine learning, generative adversarial networks, transient nonlinearity, non-gradient optimization

5.

Interpretable Genetic Encoding for Topological Lattice Structures Design and Analysis

Number of pages: 40 Posted: 20 Mar 2026
Peking University, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology, Beijing Institute of Technology and Peking University - State Key Laboratory for Turbulence and Complex Systems & Center for Applied Physics and Technology
Downloads 14 (1,518,554)

Abstract:

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Lattice structures, Topological bionics, Machine learning, Transient nonlinearity