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Xin Liu

Harbin Engineering University

Harbin, 150001

China

  • Harbin Engineering University

SCHOLARLY PAPERS

2

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22

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0

Scholarly Papers (2)

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1.

PID controller parameter tuning based on Physics-Informed Neural Network (PINN) in nuclear reactor power control system

Number of pages: 15 Posted: 10 Apr 2026
Xin Liu, Airan Dang and Xiuchun Luan
Harbin Engineering University, Harbin Engineering University and Harbin Engineering University
Downloads 16 (1,534,404)

Abstract:

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Physics-Informed Neural Network, Distributed Parameter Model, Neutron Dynamics, PID Controller, Parameter Tuning

2.

The axial multi-point reactor model with arbitrary number of points for nuclear reactor power

Number of pages: 44 Posted: 03 Apr 2026
Xiuchun Luan, Airan Dang, Bowen Tu, Xin Liu, Yuheng Zhang, Hetao Sun, Jie Zhou and Wang Junling
Harbin Engineering University, Harbin Engineering University, Harbin Engineering University, Harbin Engineering University, Harbin Engineering University, Harbin Engineering University, Harbin Engineering University and Harbin Engineering University
Downloads 6 (1,571,455)

Abstract:

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Nuclear reactor power control, Multi-point reactor model, Distributed parameter model, uncertainty, Eigenvalues, Point-number independence