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A Comparative Analysis of eXplainable AI Techniques for Nuclear Reactor Core Anomalies

Kim, Hanjoo , Moon, Sang-Rae , Lee, Deokjung

Conference Paper Issue Date2023-10-25 View26

A Multi-Physics Adaptive Time Step Coupling Algorithm for Light-Water Reactor Core Transient and Accident Simulation File File

Cherezov, Alexey , Park, Jinsu , Kim, Hanjoo , Choe, Jiwon , Lee, Deokjung

Article Issue Date2020-12 View33

A RAST-K Module for Multiphysics Simulation and Accident Analysis of Pressurized Water Reactor Cores

Cherezov, Alexey , Kim, Hanjoo , Park, Jinsu , Lee, Deokjung

Conference Paper Issue Date2019-05-24 View24

Analysis of NCA tungsten critical experiments by new Monte Carlo code MCS

Kim, Hanjoo , Kim, Kiho , Choi, Sooyoung , Lee, Hyunsuk , Lee, Deokjung

Conference Paper Issue Date2016-05-01 View24

Application of advanced Rossi-alpha technique to reactivity measurements at Kyoto University Critical Assembly File

Kong, Chidong , Choe, Jiwon , Yum, Seongpil , Jang, Jaerim , Lee, Woonghee , Kim, Hanjoo , Kim, Wonkyeong , Nguyen, Kjang Hoang Nhat , Nguyen, Tung Dong Cao , Dos, Vutheam , et al

Article Issue Date2018-08 View38

Application of MCS/CTF/FRAPCON Multi-physics Coupling Code System in BEAVRS Cycle 1 Depletion Simulation

Yu, Jiankai , Lee, Hyunsuk , Cherezov, Alexey , Kim, Hanjoo , Zhang, Peng , Lee, Deokjung

Conference Paper Issue Date2018-10-25 View25

Benchmark Analysis of NCA Tungsten Critical Experiment

Kim, Kiho , Kim, Hanjoo , Choi, Sooyoung , Lee, Hyunsuk , Lee, Deokjung

Conference Paper Issue Date2015-09-16 View35

Compression of the Multi-Physics Simulation Output Data Using Principle Component Analysis

Cherezov, Alexey , Park, Jinsu , Kim, Hanjoo , Ali, Nur Syazwani Mohd , Lee, Deokjung

Conference Paper Issue Date2019-12-03 View41

Coupled Neutronics-Thermal-Hydraulic Simulation of BEAVRS Cycle 1 Depletion by the MCS/CTF Code System File

Yu, Jiankai , Lee, Hyunsuk , Kim, Hanjoo , Zhang, Peng , Lee, Deokjung

Article Issue Date2020-05 View60

Coupling of FRAPCON for fuel performance analysis in the Monte Carlo code MCS File

Yu, Jiankai , Lee, Hyunsuk , Kim, Hanjoo , Zhang, Peng , Lee, Deokjung

Article Issue Date2020-06 View36

Development of an AI-driven system for predicting and diagnosing axial offset anomaly during nuclear reactor core operation File

Kim, Hanjoo

Thesis Issue Date2024-02 View51

Development of Barcode Model for Prediction of PWR Core Design Parameters Using Convolutional Neural Network

Dzianisau, Siarhei , Kim, Hanjoo , Kong, Chidong , Yun, Dongmin , Lee, Deokjung

Conference Paper Issue Date2019-10-25 View42

Development of high-fidelity neutron transport code STREAM? File

Choi, Sooyoung , Kim, Wonkyeong , Choe, Jiwon , Lee, Woonghee , Kim, Hanjoo , Ebiwonjumi, Bamidele , Jeong, Eun , Kim, Kyeongwon , Yun, Dongmin , Lee, Hyunsuk , et al

Article Issue Date2021-07 View44

Development Status of Nodal Diffusion Code RAST-K v2.2

Park, Jinsu , Choe, Jiwon , Kim, Hanjoo , Choi, Sooyoung , Cherezov, Alexey , Jang, Jaerim , Yun, Dongmin , Mai, Nhan Nguyen Trong , Dos, Vutheam , Lee, Deokjung , et al

Conference Paper Issue Date2019-05-24 View33

Development Status of Reactor Physics Code Suite in UNIST

Choi, Sooyoung , Park, Minyong , Zheng, Youqi , Kong, Chidong , Choe, Jiwon , Kim, Hanjoo , Kim, Kiho , Shin, Ho Cheol , Lee, Deokjung

Conference Paper Issue Date2016-06-05 View33

Extension of double heterogeneity treatment method for coated TRISO fuel particles File

Kim, Hanjoo , Choi, Sooyoung , Park, Minyong , Lee, Deokjung , Lee, Hyun Chul

Article Issue Date2017-01 View26

Extension of STREAM Double Heterogeneity Method to Coated TRISO Particles

Kim, Hanjoo , Choi, Sooyoung , Lee, Deokjung , Lee, Hyun Chul

Conference Paper Issue Date2016-05-13 View32

Feasibility Study of AI-based Prediction for CRUD Induced Power Shift in PWRs

Kim, Hanjoo , Jo, Yugwon , Lee, Deokjung

Conference Paper Issue Date2021-10-20 View31

Feasibility Study of an Explainable AI-based Anomaly Detection for Nuclear Reactor Core Operation in PWRs

Kim, Hanjoo , Moon, Sang-Rae , Lee, Deokjung

Conference Paper Issue Date2023-05-18 View28

Fuel performance analysis of BEAVRS benchmark Cycle 1 depletion with MCS/FRAPCON coupled system File

Yu, Jiankai , Lee, Hyunsuk , Lemaire, Matthieu , Kim, Hanjoo , Zhang, Peng , Lee, Deokjung

Article Issue Date2020-04 View65

MCS based neutronics/thermal-hydraulics/fuel-performance coupling with CTF and FRAPCON File

Yu, Jiankai , Lee, Hyunsuk , Lemaire, Matthieu , Kim, Hanjoo , Zhang, Peng , Lee, Deokjung

Article Issue Date2019-05 View37

MPCORE Code for OPR-1000 Transient Multiphysics Simulation with Adaptive Step Size Control

Cherezov, Alexey , Kim, Hanjoo , Park, Jinsu , Lee, Deokjung

Conference Paper Issue Date2020-06-08 View34

Multi Physics Coupling of RAST-K for Multi-cycle Core Calculation

Kim, Hanjoo , Cherezov, Alexey , Park, Jinsu , Shin, Ho Cheol , Lee, Hwansoo , Lee, Deokjung

Conference Paper Issue Date2019-05-24 View35

Multi-cycle analysis on OPR1000 type reactor using multi-physics coupled calculation of RAST-K and FRAPCON

Kim, Hanjoo , Cherezov, Alexey , Park, Jinsu , Shin, Ho Cheol , Lee, Hwan Soo , Lee, Deokjung

Conference Paper Issue Date2019-05-13 View39

Multi-physics Coupled Reactor Core Analysis System of RAST-K2.0 with CTF and FRAPCOM

Kim, Hanjoo , Park, Jinsu , Choe, Jiwon , Yu, Jiankai , Lee, Deokjung

Conference Paper Issue Date2018-05-17 View33

On the diffusion coefficient calculation in two-step light water reactor core analysis File

Choi, Sooyoung , Smith, Kord S. , Kim, Hanjoo , Tak, Taewoo , Lee, Deokjung

Article Issue Date2017-03 View37

Preliminary coupling of the Thermal/Hydraulic solvers in the Monte Carlo code MCS for practical LWR analysis File

Yu, Jiankai , Lee, Hyunsuk , Kim, Hanjoo , Zhang, Peng , Lee, Deokjung

Article Issue Date2018-08 View43

Preliminary Validation of MCS Multi-Physics Coupling Capability with CTF

Yu, Jiankai , Lee, Hyunsuk , Kim, Hanjoo , Zhang, Peng , Lee, Deokjung

Conference Paper Issue Date2017-08-24 View19

RAST-K v2-Three-Dimensional Nodal Diffusion Code for Pressurized Water Reactor Core Analysis File File

Park, Jinsu , Jang, Jaerim , Kim, Hanjoo , Choe, Jiwon , Yun, Dongmin , Zhang, Peng , Cherezov, Alexey , Lee, Deokjung

Article Issue Date2020-12 View52

Reactivity Initiated Accident Analysis Method Using Multi-Physics Coupled Code System Based on RAST-K v2.0

Shin, Ho Cheol , Kim, Hanjoo , Park, Jinsu , Yu, Jiankai , Lee, Deokjung

Conference Paper Issue Date2018-09-30 View40

Recent Development Status of Neutron Transport Code STREAM

Choi, Sooyoung , Choe, Jiwon , Nguyen, Khang Hoang Nhat , Lee, Woonghee , Kim, Wonkyeong , Kim, Hanjoo , Ebiwonjumi, Bamidele , Jeong, Eun , Lee, Hyunsuk , Kim, Kyeongwon , et al

Conference Paper Issue Date2019-05-24 View38

Simulation of BEAVRS cycle 2 depletion with MCS based multiphysics coupling code

Yu, Jiankai , Lee, Hyunsuk , Cherezov, Alexey , Kim, Hanjoo , Zhang, Peng , Forget, Benoit , Lee, Deokjung

Conference Paper Issue Date2019-08-26 View46

Simulation-based Anomaly Detection in Nuclear Reactors

Oh, YongKyung , Kim, Hanjoo , Lee, Deokjung , Kim, Sungil

Conference Paper Issue Date2020-11-13 View17

Simulations of BEAVRS Benchmark Cycle 2 Depletion with MCS/CTF Coupling System File File

Yu, Jiankai , Lee, Hyunsuk , Kim, Hanjoo , Zhang, Peng , Lee, Deokjung

Article Issue Date2020-04 View41

Uncertainty Quantification of Pebble Bed Reactor Fuels Using Sampling Method: Contribution of Manufacturing Parameters and Cross Section Uncertainty

Kim, Hanjoo , Kim, Wonkyeong , Reitsma, Frederik , Strydom, Gerhard , Lee, Deokjung

Conference Paper Issue Date2018-04-22 View44

Verification of Monte Carlo Code MCS Coupled with CTF and FRAPCON

Yu, Jiankai , Kim, Hanjoo , Lee, Hyunsuk , Lemaire, Matthieu , Zhang, Peng , Lee, Deokjung

Conference Paper Issue Date2018-04-22 View26

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