Research Engineers

Minsun Kim, Chang Seok Lee*, Byungmin Kim, and Jong-Su Jeon* (2025). Effect of soil profile-related parameters on seismic performance of ductile reinforced concrete building frames in California. Soil Dynamics and Earthquake Engineering; 190: 109118, March 1. 

Mengdie Chen#,, Yewon Park#,, Sujith Mangalathu, and Jong-Su Jeon* (2024). Effect of data drift on the performance of machine-learning models: Seismic damage prediction for aging bridges. Earthquake Engineering & Structural Dynamics; 53(15): 4541–4561, December 1.

Mengdie Chen, Sujith Mangalathu, and Jong-Su Jeon* (2024). Rapid damage state identification of structures using generalized zero-shot learning method. Earthquake Engineering & Structural Dynamics; 53(14): 4269–4286, November 1 .

Mendgie Chen, Sujith Mangalathu, and Jong-Su Jeon* (2023). Betweenness centrality-based seismic risk management for bridge transportation networks. Engineering Structures; 289: 116301, August 15.

Mendgie Chen, Sujith Mangalathu, and Jong-Su Jeon* (2022). Seismic reliability assessment of bridge networks considering travel time and connectivity reliabilities. Earthquake Engineering & Structural Dynamics; 51(13): 3097–3110, October 25.  

Mendgie Chen, Sujith Mangalathu, and Jong-Su Jeon* (2022). Machine-learning-based seismic reliability assessment of bridge networks. Journal of Structural Engineering ASCE; 148(7): 06022002, July 1. 

Mendgie Chen, Sujith Mangalathu, and Jong-Su Jeon* (2021). Bridge fragilities to network fragilities in seismic scenarios: an integrated approach. Engineering Structures; 237: 112212, June 15. 

Yewon Park, Chang Seok Lee*, and Jong-Su Jeon (2024). Hysteretic model parameters for seismic performance assessment of cyclically degraded reinforced concrete columns. Soil Dynamics and Earthquake Engineering; 179: 108519, April 1. 

Chang Seok Lee, Sujith Mangalathu, and Jong-Su Jeon* (2024). Machine-learning-assisted drift capacity prediction models for reinforced concrete columns with shape memory alloy bars. Computer-Aided Civil and Infrastructure Engineering; 39(4): 595–616, February 15. 

Chang Seok Lee and Jong-Su Jeon* (2023). Seismic risk-based optimization of tension-only shape-memory alloy device for steel moment-resisting frames. Engineering Structures; 296: 116976, December 1. 

Sergei Shturmin, Chang Seok Lee, and Jong-Su Jeon* (2023). Lumped plasticity model for simulating the inelastic earthquake response of CFT columns. Journal of Constructional Steel Research; 211: 108196, December 1 . 

Chang Seok Lee and Jong-Su Jeon* (2023). Risk-based seismic design of diagonal self-centering shape-memory alloy wire-based bracing system in multi-column bent bridges. Engineering Structures; 289: 116295, August 15.  

Chang Seok Lee and Jong-Su Jeon* (2022). Drift limit state predictions of rectangular reinforced concrete columns with superelastic shape memory alloy rebars. Journal of Building Engineering; 54: 104545, August 15. 

Chang Seok Lee and Jong-Su Jeon* (2022). Probabilistic residual deformation prediction model for rectangular reinforced concrete columns. Earthquake Engineering & Structural Dynamics; 51(9): 1994–2015, July 25.  

Chang Seok Lee, Eunsoo Choi, and Jong-Su Jeon* (2022). Estimating the plastic hinge length of rectangular concrete columns reinforced with NiTi superelastic shape memory alloys. Engineering Structures; 252: 113641, February 1. 

Chang Seok Lee and Jong-Su Jeon* (2022). Phenomenological hysteretic model for superelastic NiTi shape memory alloys accounting for functional degradation. Earthquake Engineering & Structural Dynamics; 51(2): 277-309, February 1.

Chang Seok Lee and Jong-Su Jeon* (2021). Adaptive hysteretic model for reinforced concrete columns including variations in axial force and shear span length. Earthquake Engineering & Structural Dynamics; 50(15): 4001–4031, December 1.

Muhammad Haseeb Alvi , Chang Seok Lee and Jong-Su Jeon* (2021). Model development and seismic performance evaluation of rectangular reinforced concrete columns with short lap splices in existing building frames. Engineering Structures; 245: 112922, October 15.

Chang Seok Lee, Yewon Park, and Jong-Su Jeon* (2021). Model parameter prediction of lumped plasticity model for nonlinear simulation of circular reinforced concrete columns. Engineering Structures; 245: 112820, October 15.

Bilal Ahmed, Taehyo Park, and Jong-Su Jeon* (2025). Multi-stress damage and healing mechanics in quasi-brittle materials: Theoretical overview. International Journal of Damage Mechanics;  34(6): 855–877, June 1.

Bilal Ahmed, Taehyo Park, and Jong-Su Jeon* (2025). Blast response and damage assessment of reinforced concrete slabs using convolutional neural networks. International Journal of Damage Mechanics; 34(5): 771–797, May 1.

Nadia Saleem, Sujith Mangalathu, Bilal Ahmed, and Jong-Su Jeon* (2024). Machine learning-based peak ground acceleration models for structural risk assessment using spatial data analysis. Earthquake Engineering & Structural Dynamics; 53(1): 152–178, January 1. 

Bilal Ahmed, Sujith Mangalathu, and Jong-Su Jeon* (2023). Unveiling out-of-distribution data for reliable structural damage assessment in earthquake emergency situations. Automation in Construction; 156: 105142, December 1. 

Bilal Ahmed, Sujith Mangalathu, and Jong-Su Jeon* (2023). Generalized stacked LSTM for the seismic damage evaluation of ductile reinforced concrete buildings. Earthquake Engineering & Structural Dynamics; 52(11): 3477–3503, September 1. 

Bilal Ahmed, Sujith Mangalathu, and Jong-Su Jeon* (2022). Seismic damage state predictions of reinforced concrete structures using stacked long short-term memory neural networks. Journal of Building Engineering; 46: 103737, April 1. 

Seong-Hoon Hwang, Mehran Shokrabadi, Sujith Mangalathu, and Jong-Su Jeon* (2022). Effect of interior gravity framing system and composite floor slab action on the lifetime seismic risk assessment of steel frame buildings subjected to mainshock-aftershock sequence. Structures; 45: 2332–2342, November 1.  

Seong-Hoon Hwang, Sujith Mangalathu, Jinwon Shin, and Jong-Su Jeon* (2022). Estimation of economic seismic loss of steel moment-frame buildings using a machine learning algorithm. Engineering Structures; 254: 113877, March 1. 

Seong-Hoon Hwang, Sujith Mangalathu, and Jong-Su Jeon* (2021). Quantifying the effects of long-duration earthquake ground motions on the financial losses of steel moment resisting frame buildings of varying design risk category. Earthquake Engineering & Structural Dynamics; 50(5): 1451–1468, April 25.

Seong-Hoon Hwang, Sujith Mangalathu, Jiuk Shin, and Jong-Su Jeon* (2021). Machine learning-based approaches for seismic demand and collapse of ductile reinforced concrete building frames. Journal of Building Engineering; 34: 101905, February 1.

Sujith Mangalathu, Seong-Hoon Hwang, and Jong-Su Jeon* (2020). Failure mode and effects analysis of RC members based on machine-learning-based SHapley Additive exPlanations (SHAP) approach. Engineering Structures; 219: 110927, September 15.

Sujith Mangalathu, Hansol Jang, Seong-Hoon Hwang, and Jong-Su Jeon* (2020). Data-driven machine-learning-based seismic failure mode identification of reinforced concrete shear walls. Engineering Structures; 208: 110331, April 1. 

Seong-Hoon Hwang, Jong-Su Jeon*, and Kyungkoo Lee* (2019). Evaluation of economic losses and collapse safety of steel moment frame buildings designed for risk categories II and IV. Engineering Structures; 201: 109830, December 15.

Sujith Mangalathu, Seong-Hoon Hwang*, Eunsoo Choi, and Jong-Su Jeon* (2019). Rapid seismic damage evaluation of bridge portfolios using machine learning techniques. Engineering Structures; 201: 109785, December 15.

Tae-Won Kang, Hyun-Ik Yang, and Jong-Su Jeon* (2019). Earthquake-induced sloshing effects on the hydrodynamic pressure response of rigid cylindrical liquid storage tanks using CFD simulation. Engineering Structures; 197: 109376, October 15.  

Sujith Mangalathu, Hansol Jang, Seong-Hoon Hwang, and Jong-Su Jeon* (2020). Data-driven machine-learning-based seismic failure mode identification of reinforced concrete shear walls. Engineering Structures; 208: 110331, April 1.