Data reduction in deterministic neutron transport calculations using machine learning-Reference-Cited by-同舟云学术

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Data reduction in deterministic neutron transport calculations using machine learning

Published:2022-10 Issue: Volume:176 Page:109276
ISSN:0306-4549
Container-title:Annals of Nuclear Energy
language:en
Short-container-title:Annals of Nuclear Energy

Author:

Whewell Ben,McClarren Ryan G.

Publisher

Elsevier BV

Subject

Nuclear Energy and Engineering

Reference23 articles.

1. Random rearch for hyper-parameter optimization;Bergstra;J. Mach. Learning Res.,2012

2. Point Monte Carlo data needs and constraints;Carter,1980

3. A PCA compression method for reactor core transient multiphysics simulation;Cherezov;Prog. Nucl. Energy,2020

4. Modelling of Nuclear Reactor Multi-physics: From Local Balance Equations to Macroscopic Models in Neutronics and Thermal-hydraulics;Demazière,2019

5. Deep Learning;Goodfellow,2016

Cited by 3 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Flow fields prediction for data-driven model of 5 × 5 fuel rod bundles based on POD-RBFNN surrogate model;Nuclear Engineering and Design;2024-06

2. Flow fields prediction for data-driven model of parallel twin cylinders based on POD-RBFNN and POD-BPNN surrogate models;Annals of Nuclear Energy;2024-05

3. Machine Learning Applications to the One-speed Neutron Transport Problems;Cumhuriyet Science Journal;2022-12-27

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