Publications

J.52 Bubryur Kim, M. Shyamala Devi, Yuvaraj Natarajan, K.R. Sri Preethaa, C. S.Yazhini, Jin-Young Park, Chan-Jeong Park, Chang-YongYi. "Gradient transformer SelfAttention U-Net for enhanced crack detection in concrete bridges" Scientific Reports 15 (2025): 37087 

J.51 Bubryur Kim,  Yuvaraj Natarajan, K.R. Sri Preethaa, V. Danushkumar, Ryan Shamet, Jiannan Chen, Rui Xie, Timothy Copeland, Boo Hyun Nam, Jinwoo An. "Advancements in Sinkhole Remediation: Field data-driven Sinkhole grout volume prediction model via machine learning-based regression Analysis." Artificial Intelligence in Geosciences 6 (2025): 100159

J.50 Maqusud Alam, Bubryur Kim, Shehnaz Akhtar, Sujeen Song, Zengshun Chen, Jinwoo An. "Performance analysis of flapping-foil energy harvesters under shear-flow conditions." Physics of Fluids 37 (2025): 097116.

J.49 Zengshun Chen,  Zhihang Zhao, Siyu Wang, Yemeng Xu, Zhangchen Qin,  Ke Li, Bubryur Kim. "Impact of sloped terrain on wind loads in high-rise Buildings: An experimental wind tunnel investigation." Journal of Wind Engineering and Industrial Aerodynamics 264 (2025): 106156.

J.48 Karla Sierra, Philip Park, Chu-Lin Cheng, Yong Je Kim, Jae-Hoon Hwang, Bubryur Kim, Boo Hyun Nam, Jinwoo An. "Experimental investigation on metakaolin/coal fly ash-based porous geopolymer grouting material for geotechnical applications." Geomechanics and Engineering 41.2 (2025): 297-306.

J.47 Molaka Maruthi, Bubryur Kim, Song Sujeen, Jinwoo An, Zengshun Chen. "Multi-model integration for dynamic forecasting (MIDF): a framework for wind speed and direction prediction." Artificial Intelligence Review 58 (2025): 164.

J.46 Istiak Ahammed, Sujeen Song, Gang Hu, Jinwoo An, Bubryur Kim. "Enhanced wind velocity imputation near building structures using advanced machine learning techniques." Wind and Structures 39.6 (2024): 435-451.

J.45 Maqusud Alam, Bubryur Kim, Yuvaraj Natarajan, Sri Preethaa, Sujeen Song, Zengshun Chen. "Predicting the performance of L-shaped confined flapping-foil energy harvester: A deep learning approach." Ocean Engineering 313 (2024): 119455.

J.44 Bubryur Kim, Sri Preethaa, Yuvaraj Natarajan, Danushkumar V, Jinwoo An, Dong-Eun Lee. "Real-time assessment of rebar intervals using a computer vision-based DVNet model for improved structural integrity." Case Studies in Construction Materials 21 (2024): e03707.

J.43 Bubryur Kim, Sri Preethaa, Sujeen Song, R. R. Lukacs, Jinwoo An, Zengshun Chen, Euijung An, Sungho Kim. "Internet of things and ensemble learning-based mental and physical fatigue monitoring for smart construction sites." Journal of Big Data 11.1 (2024): 1-37.

J.42 Zengshun Chen, Tengda Guan, Likai Zhang, Sunwei Li, Bubryur Kim, Yemeng Xu, Yunfei Fu, Cruz Y. Li. "Flow interference investigation of multi-square prisms under fluid–structure interaction. II. Flow field phenomenology of side-by-side square prisms." Physics of Fluids 36 (2024): 075138.

J.41 Zengshun Chen, Tengda Guan, Likai Zhang, Sunwei Li, Bubryur Kim, Yemeng Xu, Yunfei Fu, Cruz Y. Li, Xuelin Zhang. "The flow interference investigation of multi-square prisms under fluid–structure interaction. I. Proximal wake characteristics of tandem square prisms." Physics of Fluids 36 (2024): 075137.

J.40 Bubryur Kim, Eui-Jung An, Sungho Kim, Sri Preethaa, Sujeen Song, Dong-Eun Lee, R.R Lukacs. "SRGAN-enhanced unsafe operation detection and classification of heavy construction machinery using cascade learning." Artificial Intelligence Review 57 (2024): 206.

J.39 Bubryur Kim, Yuvaraj Natarajan, Sri Preethaa, Sujeen Song, Jinwoo An, Sanjeev Mohan. "Real-time assessment of surface cracks in concrete structures using integrated deep neural networks with autonomous unmanned aerial vehicle." Engineering Applications of Artificial Intelligence 129 (2024): 107537.

J.38 Xiao Chen, Xinhui Dong, Pengfei Lin, Fei Ding, Bubryur Kim, Jie Song, Yiqing Xiao, Gang Hu. "A deep learning framework for wind pressure super-resolution reconstruction." Wind and Structures 36.6 (2023): 405-421.

J.37 Bubryur Kim, K.R. Sri Preethaa, Zengshun Chen, Yuvaraj Natarajan, Gitanjali Wadhwa, Hong Min Lee. "Predicting the lateral displacement of tall buildings using an LSTM-based deep learning approach." Wind and Structures 36.6 (2023): 379-392.

J.36 Wenjun Jiang, Gang Hu, Tiantian Wu, Lingbo Liu, Bubryur Kim, Yiqing Xiao, Zhongdong Duan. "DMANet_KF: Tropical Cyclone Intensity Estimation Based on Deep Learning and Kalman Filter From Multispectral Infrared Images." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 16 (2023): 4469-4483.

J.35 K.R. Sri Preethaa, N. Yuvaraj, Gitanjali Wadhwa, Song Sujeen, Se-Woon Choi, Bubryur Kim. "Enhancement of durability of tall buildings by using deep-learning-based predictions of wind-induced pressure." Wind and Structures 36.4 (2023): 237-247.

J.34 Zengshun Chen, Likai Zhang, Hua Jianmin, Bubryur Kim, Ke Li, Xuanyi Xue. "A framework of data-driven wind pressure predictions on bluff bodies using a hybrid deep learning approach." Measurement and Control 56.1-2 (2023): 237-256.

J.33 Bubryur Kim, Mohammed Hamid Siddique, S.A.I. Bellary, Abdulrahman S. aljehani, Se-Woon Choi, Dong-Eun Lee. "Investigation of a centrifugal pump for energy loss due to clearance thickness while pumping different viscosity oils." Results in Engineering 18 (2023): 101038.

J.32 Alexander Nee, Bubryur Kim, Ali J. Chamkha. "Three-dimensional simulation of full conduction-convection-radiation coupling with high Rayleigh numbers." International Journal of Thermal Sciences 184 (2023): 107958.

J.31 Zengshun Chen, Likai Zhang, Ke Li, Xuanyi Xue, Xuelin Zhang, Bubryur Kim, Cruz Y. Li. "Machine-learning prediction of aerodynamic damping for buildings and structures undergoing flow-induced vibrations." Journal of Building Engineering 63 (2023): 105374.

J.30 Bubryur Kim, Yuvaraj Natarajan, Shyamala Devi Munisamy, Aruna Rajendran, K. R. Sri Preethaa , Dong-Eun Lee, Gitanjali Wadhw. "Deep Learning Activation Layer-Based Wall Quality Recognition Using Conv2D ResNet Exponential Transfer Learning Model." Mathematics 10.23 (2022): 4602.

J.29 Bubryur Kim, Mohammed Hamid Siddique, Abdus Samad, Gang Hu, Dong-Eun Lee. "Optimization of Centrifugal Pump Impeller for Pumping Viscous Fluids Using Direct Design Optimization Technique." Machines 10.9 (2022): 774.

J.28 Peter Damilola Ogunjinmi, Sung-Sik Park, Bubryur Kim, Dong-Eun Lee. "Rapid Post-Earthquake Structural Damage Assessment Using Convolutional Neural Networks and Transfer Learning." Sensors 22.9 (2022): 3471.

J.27 Bubryur Kim, Se-Woon Choi, Gang Hu, Dong-Eun Lee, Ronnie O. Serfa Juan. "An Automated Image-Based Multivariant Concrete Defect Recognition Using a Convolutional Neural Network with an Integrated Pooling Module." Sensors 22.9 (2022): 3118.

J.26 Shraddha Palikhe, Jae Young Lee, Bubryur Kim, Mi Yirong, Dong-Eun Lee. "Ergonomic Risk Assessment of Aluminum Form Workers’ Musculoskeletal Disorder at Construction Workstations Using Simulation." Sustainability 14.7 (2022): 4356.

J.25 Zhuoran Wang, Gang Hu, Dongqin Zhang, Bubryur Kim, Feng Xu, Yiqing Xiao. "Aerodynamic Characteristics of a Square Cylinder with Vertical-Axis Wind Turbines at Corners." Appl. Sci. 12.7 (2022): 3515.

J.24 Bubryur Kim, Dong-Eun Lee, Gang Hu, Yuvaraj Natarajan, Sri Preethaa, Arun Pandian Rathinakumar. "Ensemble Machine Learning-Based Approach for Predicting of FRP–Concrete Interfacial Bonding." Mathematics 10.2 (2022): 231.

J.23 Bubryur Kim, Se-Woon Choi, Gang Hu, Dong-Eun Lee, Ronnie O. Serfa Juan. "Multivariate Analysis of Concrete Image Using Thermography and Edge Detection." Sensors 21.21 (2021): 7396.

J.22 Bubryur Kim, Dong-Eun Lee, K.R. Sri Preethaa, Gang Hu, Yuvaraj Natarajan, K.C.S. Kwok. "Predicting wind flow around buildings using deep learning." Journal of Wind Engineering & Industrial Aerodynamics 219 (2021): 104820.

J.21 Bubryur Kim, Ronnie O. Serfa Juan, Dong-Eun Lee, Zengshun Chen. "Importance of Image Enhancement and CDF for Fault Assessment of Photovoltaic Module Using IR Thermal Image." Appl. Sci. 11.18 (2021): 8388.

J.20 Bubryur Kim, N. Yuvaraj, Hee Won Park, K.R. Sri Preethaa, R. Arun Pandian, Dong-Eun Lee. "Investigation of steel frame damage based on computer vision and deep learning." Automation in Construction 132 (2021): 103941.

J.19 K. T. Tse, Gang Hu, Jie Song, Hyo Seon Park, Bubryur Kim. "Effects of corner modifications on wind loads and local pressures on walls of tall buildings." Building Simulation 14.4 (2021): 1109-1126.

J.18 Zengshun Chen, Hailin Huang, Yemeng Xu, K.T. Tse, Bubryur Kim, Yatai Wang. "Unsteady aerodynamics on a tapered prism under forced excitation." Engineering Structures 240 (2021): 112387.

J.17 Bubryur Kim, N. Yuvaraj, K.T. Tse, Dong-Eun Lee, Gang Hu. "Pressure pattern recognition in buildings using an unsupervised machine-learning algorithm." Journal of Wind Engineering and Industrial Aerodynamics 214 (2021): 104629.

J.16 Zengshun Chen, Xianzhi Fu, Yemeng Xu, Cruz Y. Li, Bubryur Kim, K.T. Tse. "A perspective on the aerodynamics and aeroelasticity of tapering: Partial reattachment." Journal of Wind Engineering and Industrial Aerodynamics 212 (2021): 104590.

J.15 Zengshun Chen, K.T. Tse, K.C.S. Kwok, Ahsan Kareem, Bubryur Kim. "Measurement of unsteady aerodynamic force on a galloping prism in a turbulent flow: A hybrid aeroelastic-pressure balance." Journal of Fluids and Structures 102 (2021): 103232.

J.14 Bubryur Kim, N. Yuvaraj, K. R. Sri Preethaa, R. Arun Pandian. "Surface crack detection using deep learning with shallow CNN architecture for enhanced computation." Neural Computing and Applications 33 (2021): 9289–9305.

J.13 Bubryur Kim, N. Yuvaraj, K. R. Sri Preethaa, Gang Hu, Dong-Eun Lee. "Wind-Induced Pressure Prediction on Tall Buildings Using Generative Adversarial Imputation Network." Sensors 21.7 (2021): 2515.

J.12 Zengshun Chen, Bubryur Kim, Dong-Eun Lee. "Aerodynamic Characteristics and Lateral Displacements of a Set of Two Buildings in a Linked Tall Building System." Sensors 21.12 (2021): 4046.

J.11 K.T. Tse, Zengshun Chen, Dong-Eun Lee, Bubryur Kim. "Effect of aerodynamic modifications on the surface pressure patterns of buildings using proper orthogonal decomposition." Wind and Structures 32.3 (2021): 227-238.

J.10 Bubryur Kim, N. Yuvaraj, K. R. Sri Preethaa, R. Santhosh, A. Sabari. "Enhanced pedestrian detection using optimized deep convolution neural network for smart building surveillance." Soft Computing 24 (2020): 17081–17092.

J.9 Bubryur Kim, K.T. Tse, Zengshun Chen, Hyo Seon Park. "Multi-objective optimization of a structural link for a linked tall building system." Journal of Building Engineering 31 (2020): 101382.

J.8 Zengshun Chen, Yemeng Xu, K.T. Tse, Liang Hu, K.C.S. Kwok, Bubryur Kim. "Non-wind-induced nonlinear damping and stiffness on slender prisms: a forced vibration-pressure balance." Engineering Structures 207 (2020): 110107.

J.7 Zengshun Chen, K.T. Tse, K.C.S. Kwok, Bubryur Kim, Ahsan Kareem. "Modelling unsteady self-excited wind force on slender prisms in a turbulent flow." Engineering Structures 202 (2020): 109855.

J.6 N. Yuvaraj, Bubryur Kim, K. R. Sri Preethaa. "Transfer Learning Based Real-Time Crack Detection Using Unmanned Aerial System." International Journal of High-Rise Buildings 9.4 (2020): 351-360.

J.5 Bubryur Kim, K.T. Tse, Akihito Yoshida, Yukio Tamura, Zengshun Chen, Pham Van Phuc, Hyo Seon Park. "Statistical analysis of wind-induced pressure fields and PIV measurements on two buildings." Journal of Wind Engineering & Industrial Aerodynamics 188 (2019): 161-174.

J.4 Bubryur Kim, K.T. Tse, Akihito Yoshida, Zengshun Chen, Pham Van Phuc, Hyo Seon Park. "Investigation of flow visualization around linked tall buildings with circular sections." Building and Environment 153 (2019): 60-76.

J.3 Bubryur Kim, K.T. Tse. "POD analysis of aerodynamic correlations and wind-induced responses of two tall linked buildings." Engineering Structures 176 (2018): 369-384.

J.2 Bubryur Kim, K.T. Tse, Yukio Tamura. "POD analysis for aerodynamic characteristics of tall linked buildings." Journal of Wind Engineering & Industrial Aerodynamics 181 (2018): 126-140.

J.1 Se Woon Choi, Bubryur Kim, Hong Min Lee, Hyo Seon Park. "A Deformed Shape Monitoring Model for Building Structures Based on a 2D Laser Scanner." Sensors 13.5 (2018): 6746-6758.

D.8 Mi Yirong, Bubryur Kim. "Independent Component Analysis of Wind Pressure Field in High-Rise Building Considering Corner Modification." Journal of the Architectural Institute of Korea 37.7 (2021): 203-210.

D.7 Bubryur Kim, Se-Woon Choi. "Selection of the Number and Location of Monitoring Sensors using Artificial Neural Network based on Building Structure-System Identification." Journal of the Computational Structural Engineering Institute of Korea 33.5 (2020): 303-310.

D.6 Bubryur Kim. "Impact of the Aerodynamic Characteristics of Twin Buildings on Wind Responses." Journal of the Computational Structural Engineering Institute of Korea 33.1 (2020): 1-7.

D.5 Heewon Park, N. Yuvaraj, Bubryur Kim. "Statistical Analysis of Aerodynamic Characteristics on Buildings." Journal of Korean Association for Spatial Structures 19.4 (2019): 14-18.

D.4 Bubryur Kim. "Evaluating Wind Load and Wind-induced Response of a Twin Building using Proper Orthogonal Decomposition." Journal of the Computational Structural Engineering Institute of Korea 31.6 (2018): 309-314.

D.3 Se-Woon Choi, Hyo-Seon Park, Bubryur Kim, Hong-Min Lee, You-Sok Kim. "Verification on the Application of Monitoring for Frame Structures Using the VRS-RTK Method through the Free Vibration Test." Journal of the Korea institute for structural maintenance and inspection 18.1 (2014): 174-182.

D.2 Hyoung-Seop Kim, Change-Nam Lee, Seung-Hwan Lee, Bubryur Kim. "Seismic Performance Test of Concrete-filled U-shaped Steel Beam-to-Prefabricated Column Connections." Journal of the Architectural Institute of Korea Structure & Construction 28.4 (2012): 55-64.

D.1 Chang Nam Lee, Bubryur Kim. "Introduction of U-shaped Composite Beam." Computational Structural Engineering 24.2 (2011): 37-42.