Author Page for Hyung Jin Shim

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Development of Convolutional Neural Network-Based Physics-Informed Neural Networks for Solving the Neutron Diffusion Equation

Number of pages: 26 Posted: 20 May 2025

Hyung Jin Shim and Jaeguk Lee

Seoul National University and Seoul National University

Downloads 81 (796,622)

Abstract:

Development of Deep Convolutional Neural Network for Prediction of Cycle Maximum Pin Power Peaking Factor in Pressurized Water Reactor

Number of pages: 23 Posted: 24 Jan 2023

Younduk Nam and Hyung Jin Shim

affiliation not provided to SSRN and Seoul National University

Downloads 40 (1,183,237)

Abstract:

Monte Carlo Sensitivity Analyses of Isothermal Temperature Coefficient in Solid-Moderated and Solid-Reflected Cores at Kyoto University Critical Assembly

Number of pages: 27 Posted: 28 Jun 2022

Kyoseong Song, Cheol Ho Pyeon and Hyung Jin Shim

Seoul National University, Kyoto University and Seoul National University

Downloads 32 (1,290,922)

Abstract:

Efficient Thermal Analysis Module of Graphite Moderated Molten Salt Reactor Core for Multi-physics Simulation Using Monte Carlo Neutron Transport Code

Number of pages: 33 Posted: 14 May 2026

Min Seo Son, Jae Young Kwon, Hyoung Kyu Cho, Hyung Jin Shim and Moonhee Choi

Seoul National University, Seoul National University, Seoul National University, Seoul National University and Seoul National University

Downloads 23 (1,411,822)

Hyung Jin Shim

Seoul National University

4

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Scholarly Papers (4)

Development of Convolutional Neural Network-Based Physics-Informed Neural Networks for Solving the Neutron Diffusion Equation

Abstract:

Development of Deep Convolutional Neural Network for Prediction of Cycle Maximum Pin Power Peaking Factor in Pressurized Water Reactor

Abstract:

Monte Carlo Sensitivity Analyses of Isothermal Temperature Coefficient in Solid-Moderated and Solid-Reflected Cores at Kyoto University Critical Assembly

Abstract:

Efficient Thermal Analysis Module of Graphite Moderated Molten Salt Reactor Core for Multi-physics Simulation Using Monte Carlo Neutron Transport Code

Abstract:

Hyung Jin Shim

Seoul National University

4

176

0

Scholarly Papers (4)

Development of Convolutional Neural Network-Based Physics-Informed Neural Networks for Solving the Neutron Diffusion Equation

Abstract:

Development of Deep Convolutional Neural Network for Prediction of Cycle Maximum Pin Power Peaking Factor in Pressurized Water Reactor

Abstract:

Monte Carlo Sensitivity Analyses of Isothermal Temperature Coefficient in Solid-Moderated and ­­Solid-Reflected Cores at Kyoto University Critical Assembly

Abstract:

Efficient Thermal Analysis Module of Graphite Moderated Molten Salt Reactor Core for Multi-physics Simulation Using Monte Carlo Neutron Transport Code

Abstract:

Monte Carlo Sensitivity Analyses of Isothermal Temperature Coefficient in Solid-Moderated and Solid-Reflected Cores at Kyoto University Critical Assembly