Publications

J.60 Maqusud Alam, Bubryur Kim, Tauseef-ur Rehman, Chan-Jeong Park, Hyung-Keun Park, Su-Jeen Song. "Aerodynamic forces and power extraction of flapping-foil energy harvesters under discrete gust inflow." Ocean Engineering 367 (2026): 128070.

J.59 Bubryur Kim, K.R. Sri Preethaa, Yuvaraj Natarajan, DanushKumar Venkadesh, Rebeka Rachel Lukacs. "Smart Surveillance Systems: A Transformer-Based Approach for Recognizing Suspicious Activities." Journal of Big Data  (2026) 

J.58 Yuvaraj Natarajan, K.R. Sri Preethaa, V. DanushKumar, Syed Muhammad Oan Naqvi, M. Shyamala Devi, Karen Lozano, Bubryur Kim, Jinwoo An. "Intelligent cost-optimized mix design prediction and engineered strength system for geopolymer concrete: A machine learning-based recommender system." Developments in the Built Environment 26 (2026): 100951.

J.57 Maqusud Alam, Bubryur Kim, Shehnaz Akhtar, Hyung-Keun Park, Chan-Jeong Park, Zengshun Chen, Jin-Young Park. "Novel duct configurations for flapping foil energy harvester: Design and performance evaluation." Physics of Fluids 38 (2026): 057101.

J.56 Zengshun Chen, Ke Zhang, Yemeng Xu, Zhangchen Qin, Haoxin Li, Genshen Fang, Ke Li, Bubryur Kim. "Wind pressure characteristics and flow mechanisms of three-dimensional square cylinder considering fluid–structure interaction."  Physics of Fluids 38 (2026): 045133.

J.55 Bubryur Kim, Sri Preethaa K.R., Yuvaraj Natarajan, Danushkumar, Sungwoo Park, Sukhoon Pyo. "Advanced stacked modeling techniques for material porosity estimation via high-resolution computed tomography imaging." Scientific Reports 16 (2026): 12714.

J.54 Maqusud Alam, Bubryur Kim, Farzeen Shahid. "Flapping-foil energy harvesters: Principles, performance, and prospects." Applied Ocean Research 168 (2026): 104953.

J.53 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.52 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.51 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.50 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.49 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.48 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.47 Kiwon Kim, Gyuchan Kim, Taeyoung Jeong, Wonyoung Lee, Yunho Yang, Byung-Hyun Kim, Bubryur Kim, Byeongyong Lee, Joonhee Kang, Myeongjin Kim. "Activating the Mn Single Atomic Center for an Efficient Actual Active Site of the Oxygen Reduction Reaction by Spin-State Regulation." Journal of the American Chemical Society 146.49 (2024): 34033-34042.

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.