Gaussian Process Based Prediction of Density Distribution in Core of Research Nuclear Reactor

被引:0
|
作者
N. V. Smolnikov [1 ]
M. N. Anikin [1 ]
A. G. Naimushin [1 ]
I. I. Lebedev [1 ]
机构
[1] National Research Tomsk Polytechnic University,
关键词
power density distribution; nuclear research reactor; IRT-T reactor; MCU-PTR; machine learning; supervised learning; gaussian process;
D O I
10.3103/S0027134924702394
中图分类号
学科分类号
摘要
引用
收藏
页码:S935 / S943
相关论文
共 50 条
  • [1] Thermal Power Prediction of Nuclear Reactor Core based on LSTM
    Zhang, Aoxin
    Teng, Jing
    Ju, Yun
    Zhou, Rong
    2019 CHINESE AUTOMATION CONGRESS (CAC2019), 2019, : 5303 - 5307
  • [2] DISTRIBUTION DENSITY OF THE MAXIMUM OF A GAUSSIAN PROCESS
    LIFSHITS, MA
    THEORY OF PROBABILITY AND ITS APPLICATIONS, 1985, 29 (04) : 851 - 852
  • [3] DENSITY OF MAXIMUM DISTRIBUTION OF A GAUSSIAN PROCESS
    WEBER, M
    JOURNAL OF MATHEMATICS OF KYOTO UNIVERSITY, 1985, 25 (03): : 515 - 521
  • [4] Research on Battery Life Prediction Method Based on Gaussian Process Regression
    Shi, Jianming
    Feng, Haiwen
    2022 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, COMPUTER VISION AND MACHINE LEARNING (ICICML), 2022, : 313 - 318
  • [5] Information-analytical system as a tool for research and prediction of the behavior of the melt of the core of a nuclear reactor
    Vurim, Alexander
    Baklanova, Yuliya
    Mukhamedova, Nuriya
    Syssaletin, Andrey
    Islamov, Ramil
    AIMS MATERIALS SCIENCE, 2023, 10 (06) : 1034 - 1044
  • [6] Research on the Preliminary Prediction of Nuclear Core Design Based on Machine Learning
    Lei, Jichong
    Chen, Zhenping
    Zhou, Jiandong
    Yang, Chao
    Ren, Changan
    Li, Wei
    Xie, Chao
    Ni, Zining
    Huang, Gan
    Li, Leiming
    Xie, Jinsen
    Yu, Tao
    NUCLEAR TECHNOLOGY, 2022, 208 (07) : 1223 - 1232
  • [7] Evaluation of nuclear heating of small samples in a research reactor core
    Varvayanni, M.
    Catsaros, N.
    Antorlopoulos-Domis, M.
    ANNALS OF NUCLEAR ENERGY, 2008, 35 (08) : 1414 - 1420
  • [8] AI-based design of a nuclear reactor core
    Vladimir Sobes
    Briana Hiscox
    Emilian Popov
    Rick Archibald
    Cory Hauck
    Ben Betzler
    Kurt Terrani
    Scientific Reports, 11
  • [9] AI-based design of a nuclear reactor core
    Sobes, Vladimir
    Hiscox, Briana
    Popov, Emilian
    Archibald, Rick
    Hauck, Cory
    Betzler, Ben
    Terrani, Kurt
    SCIENTIFIC REPORTS, 2021, 11 (01)
  • [10] Research on surface roughness prediction in turning Inconel 718 based on Gaussian process regression
    Hao, Zhaopeng
    Cheng, Gang
    Fan, Yihang
    PHYSICA SCRIPTA, 2023, 98 (01)