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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 View7

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 View21

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 View10

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 View12

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 View14

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 View12

Benchmark Analysis of NCA Tungsten Critical Experiment

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

Conference Paper Issue Date2015-09-16 View15

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 View15

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 View6

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 View15

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 View18

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 View13

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 View17

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 View12

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 View15

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 View14

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 View7

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 View14

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 View12

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 View32

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 View22

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 View17

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 View13

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 View19

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 View12

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 View16

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 View11

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 View6

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 View16

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 View14

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 View11

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 View17

Simulation-based Anomaly Detection in Nuclear Reactors

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

Conference Paper Issue Date2020-11-13 View8

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 View8

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 View24

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 View10

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