Prediction method of reactor core 3D neutron flux based on ARGA-3D CNN

YANG Zihui; MO Ziwen; LI Zhongyang; SUN Guomin; LI Zhaodong; GE Daochuan; YU Jie

doi:10.3724/j.0253-3219.2026.hjs.49.250171

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Prediction method of reactor core 3D neutron flux based on ARGA-3D CNN

NUCLEAR ENERGY SCIENCE AND ENGINEERING | 更新时间：2026-02-13

- Prediction method of reactor core 3D neutron flux based on ARGA-3D CNN
- “A new breakthrough has been made in the field of nuclear energy, and relevant experts have constructed the ARGA-3D CNN model, which effectively overcomes the three-dimensional prediction problem of neutron flux in micro sized lead cooled fast reactors and opens up a new path for rapid prediction of core parameters in nuclear reactors, with great practical value.”
- NUCLEAR TECHNIQUES Vol. 49, Issue 2, Article number: 020601(2026)
- 作者机构：
  
  1.中国科学院合肥物质科学研究院合肥 230031
  2.微小型反应堆技术安徽省重点实验室合肥 230031
  3.淮北师范大学物理与电子信息学院淮北 235000
- 作者简介：
  
  YANG Zihui, male, born in 1988, graduated from University of Science and Technology of China in 2016, focusing on Monte Carlo particle transport, multi-physics coupling, digital twin, etc., E-mail: zihui.yang@inest.cas.cn
  MO Ziwen, female, born in 2000, graduated from Huaibei Normal University in 2023, master student, focusing on advanced nuclear energy system design and analysis
- 基金信息：
  
  the Strategic Priority Research Program of Chinese Academy of Sciences(XDA0410000);the President's Fund of Hefei Institutes of Physical Science, Chinese Academy of Sciences(YZJJ202403-CX)
- DOI：10.3724/j.0253-3219.2026.hjs.49.250171
  CLC： TL99
- Received：25 April 2025，
  
  Revised：2025-06-20，
  
  Published：15 February 2026
- 稿件说明：
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杨子辉,莫紫雯,李中阳等.基于ARGA-3D CNN的铅冷快堆三维中子通量预测方法研究[J].核技术,2026,49(02):020601.

YANG Zihui,MO Ziwen,LI Zhongyang,et al.Prediction method of reactor core 3D neutron flux based on ARGA-3D CNN[J].NUCLEAR TECHNIQUES,2026,49(02):020601.
杨子辉,莫紫雯,李中阳等.基于ARGA-3D CNN的铅冷快堆三维中子通量预测方法研究[J].核技术,2026,49(02):020601. DOI： 10.3724/j.0253-3219.2026.hjs.49.250171. CSTR： 32193.14.hjs.CN31-1342/TL.2026.49.250171.

YANG Zihui,MO Ziwen,LI Zhongyang,et al.Prediction method of reactor core 3D neutron flux based on ARGA-3D CNN[J].NUCLEAR TECHNIQUES,2026,49(02):020601. DOI： 10.3724/j.0253-3219.2026.hjs.49.250171. CSTR： 32193.14.hjs.CN31-1342/TL.2026.49.250171.

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Prediction method of reactor core 3D neutron flux based on ARGA-3D CNN

DOI：10.3724/j.0253-3219.2026.hjs.49.250171