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Yupeng Yang

Sichuan University

No. 24 South Section1, Yihuan Road,

Chengdu, 610064

China

  • Sichuan University

SCHOLARLY PAPERS

2

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60

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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.

Prediction of SCO2 Critical Flow under Multiple Operating Conditions Based on Clustering and KAN Models

Number of pages: 25 Posted: 19 Jun 2026
Tiansheng Chen, Shangdong Yang, Yuan Zhou, Yuan Yuan, Houzhong Zhai, JunHao Wang, Yupeng Yang and Gengyuan Tian
Sichuan University, Sichuan University, Sichuan University, Sichuan University, Sichuan University, Sichuan University, Sichuan University and Sichuan University
Downloads 4

Abstract:

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supercritical carbon dioxide, Critical flow, clustering algorithm, Kolmogorov-Arnold Network, adaptive activation function