Flow fields prediction for data-driven model of parallel twin cylinders based on POD-RBFNN and POD-BPNN surrogate models-Reference-Cited by-同舟云学术

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Flow fields prediction for data-driven model of parallel twin cylinders based on POD-RBFNN and POD-BPNN surrogate models

Published:2024-05 Issue: Volume:199 Page:110342
ISSN:0306-4549
Container-title:Annals of Nuclear Energy
language:en
Short-container-title:Annals of Nuclear Energy

Author:

Min Guangyun,Jiang Naibin

Funder

National Natural Science Foundation of China

Sun Yat-Sen University

Special Project for Research and Development in Key areas of Guangdong Province

Publisher

Elsevier BV

Reference31 articles.

1. A non-intrusive reduced order model for the characterisation of the spatial power distribution in large thermal reactors;Abrate;Ann. Nucl. Energy,2023

2. Passive control of hydrodynamic forces on a circular obstacle in a transient flow: FEM computations;Ain;Front. Phys.,2022

3. Development of pod reduced-order model and its closure scheme for 2D Rayleigh-Bénard convection;Cai;App. Math. Model.,2019

4. Fast prediction of temperature and chemical species distributions in pulverized coal boiler using POD reduced-order modeling for CFD;Chen;Energy,2023

5. Reduced-order modeling of neutron transport separated in energy by Proper Generalized Decomposition with applications to nuclear reactor physics;Dominesey;J. Comput. Phys.,2022

Cited by 4 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. Rapid predictions of pressure and velocity fields in a 5 × 5 bending fuel assembly based on a POD-based black-box model;Annals of Nuclear Energy;2024-11

2. Optimization of air distribution and coal blending in pulverized coal boilers for high-temperature corrosion prevention based on POD reduced-order modeling;Applied Thermal Engineering;2024-10

3. 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

4. The reduced-order model of 5 × 5 fuel rod bundles;Physics of Fluids;2024-04-01

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