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Sulin Qin

Sichuan University

No. 24 South Section1, Yihuan Road,

Chengdu, 610064

China

  • Sichuan University

SCHOLARLY PAPERS

2

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84

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Scholarly Papers (2)

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1.

A Hard-constrained Physics-Informed Neural Network for Localized Digital Twin Modeling

Number of pages: 36 Posted: 09 Dec 2025
Yanjie Kang, Jun Yang, Yuan Zhou, Yuan Yuan, Sulin Qin, Yong Li and Yupeng Yang
Sichuan University, affiliation not provided to SSRN, Sichuan University, Sichuan University, Sichuan University, affiliation not provided to SSRN and Sichuan University
Downloads 56 (1,000,027)

Abstract:

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Hard-constrained PINN, Localized digital twin, Reduced-order model, Extrapolation generalization, CFD

2.

Fast Prediction and Inverse Modeling for Parameterized Depressurization from a Co2 Vessel Using Pod-Bpnn Reduced-Order Method

Number of pages: 33 Posted: 10 Dec 2024
Yanjie Kang, Gengyuan Tian, Sulin Qin, Qingyu Huang, Yanping Huang, Yuan Zhou and Yuan Yuan
Sichuan University, Sichuan University, Sichuan University, Nuclear Power Institute of China (NPIC), affiliation not provided to SSRN, Sichuan University and Sichuan University
Downloads 28 (1,345,526)

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CO2 pressure vessel, POD-BPNN, Depressurization prediction, inverse problem, noise