Prediction of radionuclide dispersion concentration based on TCN-BiLSTM model

WANG Xiaoxiao; YANG Zihui; AI Yuxing; LI Yuchen; MO Ziwen; YUAN Zhenhao; LI Taosheng

doi:10.11889/j.1000-3436.2025-0057

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Prediction of radionuclide dispersion concentration based on TCN-BiLSTM model

RADIATION PROTECTION | 更新时间：2025-12-29

- Prediction of radionuclide dispersion concentration based on TCN-BiLSTM model
- “In the field of nuclear emergency, researchers have proposed a rapid prediction method for nuclide diffusion concentration based on the TCN BiLSTM hybrid neural network model, providing fast and effective support for nuclide diffusion distribution prediction.”
- Journal of Radiation Research and Radiation Processing Vol. 43, Issue 6, Pages: 102-113(2025)
- 作者机构：
  
  1.淮北师范大学物理与电子工程学院淮北 235000
  2.中国科学院合肥物质科学研究院合肥 230031
  3.中国科学技术大学科学岛分院合肥 230026
- 作者简介：
  
  WANG Xiaoxiao (female) was born in September 2000, and obtained a bachelor's degree from Huaibei Normal University in June 2023, and is currently a master's student at the same university, majoring in Electronic Information, E-mail:xxwang@inest.cas.cn
  YANG Zihui, associate researcher, E-mail: zihui.yang@inest.cas.cn
- 基金信息：
  
  the General Project of Anhui Natural Science Foundation(2008085MA23);Director's Fund of Hefei Institutes of Physical Science, CAS(YZJJ202208-TS);The Spent Fuel Reprocessing Research Project
- DOI：10.11889/j.1000-3436.2025-0057
  CLC： TL7;X591
- Received：11 July 2025，
  
  Revised：2025-09-19，
  
  Accepted：19 September 2025，
  
  Published：20 December 2025
- 稿件说明：
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王箫箫, 杨子辉, 艾雨星, 等. 基于TCN-BiLSTM混合神经网络模型的核素扩散浓度预测方法[J]. 辐射研究与辐射工艺学报, 2025, 43(6): 060601.

WANG Xiaoxiao, YANG Zihui, AI Yuxing, et al. Prediction of radionuclide dispersion concentration based on TCN-BiLSTM model[J]. Journal of Radiation Research and Radiation Processing, 2025, 43(6): 060601.
王箫箫, 杨子辉, 艾雨星, 等. 基于TCN-BiLSTM混合神经网络模型的核素扩散浓度预测方法[J]. 辐射研究与辐射工艺学报, 2025, 43(6): 060601. DOI： 10.11889/j.1000-3436.2025-0057. CSTR： 32195.14.j.JRRRP.1000-3436.2025-0057.

WANG Xiaoxiao, YANG Zihui, AI Yuxing, et al. Prediction of radionuclide dispersion concentration based on TCN-BiLSTM model[J]. Journal of Radiation Research and Radiation Processing, 2025, 43(6): 060601. DOI： 10.11889/j.1000-3436.2025-0057. CSTR： 32195.14.j.JRRRP.1000-3436.2025-0057.

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AI Yuxing

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Science Island Branch， University of Science and Technology of China

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Prediction of radionuclide dispersion concentration based on TCN-BiLSTM model

DOI：10.11889/j.1000-3436.2025-0057