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Qianqian Ma

Shandong University of Science and Technology

Qingdao

China

  • Shandong University of Science and Technology

SCHOLARLY PAPERS

2

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118

TOTAL CITATIONS

0

Scholarly Papers (2)

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1.

A Fourier series-enhanced physics-informed model for predicting excavation-induced deformations in arbitrary-section shallow tunnels

Downloads 69 (916,100)

A Fourier series-enhanced physics-informed model for predicting excavation-induced deformations in arbitrary-section shallow tunnels

Number of pages: 21 Posted: 27 Oct 2025
Qiang Feng, Yunyao Xu, Hongru Wang, Yanyu Dong, Qianqian Ma, Weiwei Liu, Peng He and Tantan Zhu
Shandong University of Science and Technology, Shandong University of Science and Technology, Shandong University of Science and Technology, Shandong University of Science and Technology, Shandong University of Science and Technology, Shandong University of Science and Technology, Shandong University of Science and Technology and affiliation not provided to SSRN
Downloads 48 (1,144,483)

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Complex variable theory, Shallow tunnel, Arbitrary cross-section, Fourier series, Physics-informed deep learning

A Fourier series-enhanced physics-informed model for predicting excavation-induced deformations in arbitrary-section shallow tunnels

Number of pages: 21 Posted: 28 Oct 2025
Qiang Feng, Yunyao Xu, Hongru Wang, Yanyu Dong, Qianqian Ma, Weiwei Liu, Peng He and Tantan Zhu
Shandong University of Science and Technology, Shandong University of Science and Technology, Shandong University of Science and Technology, Shandong University of Science and Technology, Shandong University of Science and Technology, Shandong University of Science and Technology, Shandong University of Science and Technology and affiliation not provided to SSRN
Downloads 21 (1,500,232)

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Complex variable theory, Shallow tunnel, Arbitrary cross-section, Fourier series, Physics-Informed Deep Learning

2.

An Ordinary State-Based Peridynamics Elastoplastic Damage Model Based on the Drucker-Prager Criterion and its Verification Study

Number of pages: 30 Posted: 03 Apr 2025
Qiang Feng, Weixin Sun, Qianqian Ma, Qingfeng Tan, Hongbo Wang, Hailong Song and WW Liu
Shandong University of Science and Technology, Shandong University of Science and Technology, Shandong University of Science and Technology, Shandong University of Science and Technology, Shandong University of Science and Technology, Shandong University of Science and Technology and Shandong University of Science and Technology
Downloads 49 (1,097,529)

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Rock materials, Drucker-Prager yield criterion, Peridynamics, Elastoplastic damage, Return mapping algorithm