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Acceleration of Nodal Diffusion Calculation using Machine Learning-driven Generation of Homogenized Macroscopic Cross-sections

Dzianisau, Siarhei , Choe, Jiwon , Cherezov, Alexey , Lee, Deokjung

Conference Paper Issue Date2021-10-03 View36

Applicability of GPU Acceleration for RAST-K Fast Reactor Depletion Solver

Dzianisau, Siarhei , Lee, Deokjung

Conference Paper Issue Date2020-07-09 View31

Application of artificial neural network for assembly homogenized equivalence parameter generation File

Dzianisau, Siarhei , Lee, Deokjung

Article Issue Date2024-08 View61

Development of an artificial neural network model for generating macroscopic cross-sections for RAST-AI File

Dzianisau, Siarhei , Saeju, Korawit , Lee, Hyun Chul , Lee, Deokjung

Article Issue Date2023-06 View69

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 View57

Development of Decay Heat Model for RAST-K File

Dzianisau, Siarhei , Park, Jinsu , Choi, Sooyoung , Cherezov, Alexey , Du, Xianan , Lee, Deokjung

Conference Paper Issue Date2020-03-29 View52

Development of nodal diffusion code RAST-V for Vodo-Vodyanoi Energetichesky reactor analysis File File

Jang, Jaerim , Dzianisau, Siarhei , Lee, Deokjung

Article Issue Date2022-09 View61

GPU Acceleration of 3D MOC Solver in STREAM3D Using OpenACC

Dzianisau, Siarhei , Lee, Deokjung

Conference Paper Issue Date2024-05-10 View30

Impact of Training Dataset Reduction on the Prediction Accuracy of Nuclear Design Parameters using Convolutional Neural Network

Dzianisau, Siarhei , Khandaq, Muhammad Farid , Lee, Deokjung

Conference Paper Issue Date2021-05-12 View39

Machine learning of LWR spent nuclear fuel assembly decay heat measurements File File

Ebiwonjumi, Bamidele , Cherezov, Alexey , Dzianisau, Siarhei , Lee, Deokjung

Article Issue Date2021-11 View60

Macroscopic Cross-Section Generation for Nodal Code RAST-K Using Artificial Neural Network

Dzianisau, Siarhei , Choe, Jiwon , Cherezov, Alexey , Lee, Deokjung

Conference Paper Issue Date2020-12-16 View38

On the GPU Acceleration of a 3D MOC Code STREAM Using OpenACC

Dzianisau, Siarhei , Khandaq, Muhammad Farid , Tran, Tuan Quoc , Lee, Deokjung

Conference Paper Issue Date2023-08-15 View44

Optimization of Traning Dataset Size for Predicting Homogenized Macroscopic Cross-Sections using Deep Neural Network

Dzianisau, Siarhei , Saeju, Korawit , Lee, Deokjung

Conference Paper Issue Date2021-10-20 View31

Sensitivity Analysis of MOX-1000 MWth in NEA-SRF Benchmark Using MCS Code

Mohanty, Saisundar , Tran, Tuan Quoc , Dzianisau, Siarhei , Lee, Deokjung

Conference Paper Issue Date2024-05-09 View35

Transient Capabilities of Deep Learning Assisted Code RAST-AI

Dzianisau, Siarhei , Lee, Deokjung

Conference Paper Issue Date2023-05-19 View39

Verification of a depletion solver in RAST-K for Fast Reactor Analysis

Tran, Tuan Quoc , Dzianisau, Siarhei , Nguyen, Tung Dong Cao , Lee, Deokjung

Conference Paper Issue Date2020-12-16 View43

Verification of RAST-K hexagonal analysis module with SNR and VVER-440 benchmarks

Jang, Jaerim , Tran, Tuan Quoc , Dzianisau, Siarhei , Lee, Woonghee , Lee, Deokjung

Conference Paper Issue Date2020-12-16 View50

Verification of RAST-K hexagonal transient solver with OCED/NEA benchmark problem of KALININ-3 NPP

Jang, Jaerim , Cherezov, Alexey , Jo, Yunki , Tran, Tuan Quoc , Dzianisau, Siarhei , Lee, Woonghee , Park, Jinsu , Lee, Deokjung

Conference Paper Issue Date2020-12-16 View44

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