Namju Byun

Scopus Publications

Vision-based geometric finite element model updating for cable suspension bridges
Yunwoo Lee, Jae Hyuk Lee, Namju Byun, Hyungchul Yoon
Advanced Engineering Informatics, 2025
Development of response estimation algorithm with multiresponse data for damaged cable-stayed bridges
Joo-Young Won, Young-Jong Kang, Junseob Kim, Yunhak Noh, Namju Byun
Structures, 2025
Estimation of wave-induced full-field internal forces in submerged floating tunnels using LSTM network with finite impulse response filter and modal approach
Namju Byun, Yunwoo Lee, Seungjun Kim
Ocean Engineering, 2025
DNN-based estimation of flexural strength of horizontally curved bracing system
Jeonghwa Lee, Namju Byun, Seongbin Ryu, Young Jong Kang
Journal of Constructional Steel Research, 2025
Finite Element Model Updating for Identifying Structural Stiffness in Bridge Structures via Computer Vision and Deep Learning
Yunwoo Lee, Geonyeol Jeon, Namju Byun, Hyungchul Yoon
IEEE Sensors Journal, 2025
Improved mode shape expansion method for cable-stayed bridge using modal approach and artificial neural network
Namju Byun, Jeonghwa Lee, Yunhak Noh, Young-Jong Kang
Advances in Engineering Software, 2024
Global Response Reconstruction of a Full-Scale 3D Structure Model Using Limited Multi-Response Data
Namju Byun, Joo-Young Won, Jeonghwa Lee, Yunwoo Lee, Young-Jong Kang
International Journal of Steel Structures, 2024
The prototype of a real-time monitoring system for global structural responses of beam structure using wireless sensor network
Namju Byun, Jeonghyeon Lim, Jeonghwa Lee, Young-Jong Kang
Measurement Journal of the International Measurement Confederation, 2024
Combining long short-term memory and shape superposition for estimating moving load-induced global responses of bridges
Namju Byun, Jeonghwa Lee, Young-Jong Kang
Structure and Infrastructure Engineering, 2024
Extended artificial neural network for estimating the global response of a cable-stayed bridge based on limited multi-response data
Smart Structures and Systems, 2023
Axial compression behavior of double-skinned composite tubular columns under pure compression on concrete cores
Steel and Composite Structures, 2022
Structural Responses Estimation of Cable-Stayed Bridge from Limited Number of Multi-Response Data
Namju Byun, Jeonghwa Lee, Joo-Young Won, Young-Jong Kang
Sensors, 2022
Experimental and numerical evaluations of local buckling in thin-walled UHPFRC flanges
Jeonghwa Lee, Namju Byun, Yunwoo Lee, Sung Yong Kang, Young-Jong Kang
Thin Walled Structures, 2021
Development of bim-based bridge maintenance system considering maintenance data schema and information system
Namju Byun, Whi Seok Han, Young Woong Kwon, Young Jong Kang
Sustainability Switzerland, 2021
Estimation of structural deformed configuration for bridges using multi-response measurement data
Namju Byun, Jeonghwa Lee, Keesei Lee, Young-Jong Kang
Applied Sciences Switzerland, 2021
A Damage Localization Approach for Rahmen Bridge Based on Convolutional Neural Network
Kanghyeok Lee, Namju Byun, Do Hyoung Shin
Ksce Journal of Civil Engineering, 2020