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Jong-Su Jeon
Jong-Su Jeon
Associate Professor of Civil and Environmental Engineering, Hanyang University
Verified email at hanyang.ac.kr - Homepage
Title
Cited by
Cited by
Year
Failure mode and effects analysis of RC members based on machine-learning-based SHapley Additive exPlanations (SHAP) approach
S Mangalathu, SH Hwang, JS Jeon
Engineering Structures 219, 110927, 2020
4252020
Classification of failure mode and prediction of shear strength for reinforced concrete beam-column joints using machine learning techniques
S Mangalathu, JS Jeon
Engineering Structures 160, 85-94, 2018
2592018
Data-driven machine-learning-based seismic failure mode identification of reinforced concrete shear walls
S Mangalathu, H Jang, SH Hwang, JS Jeon
Engineering Structures 208, 110331, 2020
2112020
Artificial neural network based multi-dimensional fragility development of skewed concrete bridge classes
S Mangalathu, G Heo, JS Jeon
Engineering Structures 162, 166-176, 2018
2062018
Machine learning–based failure mode recognition of circular reinforced concrete bridge columns: Comparative study
S Mangalathu, JS Jeon
Journal of Structural Engineering 145 (10), 04019104, 2019
1972019
Critical uncertainty parameters influencing seismic performance of bridges using Lasso regression
S Mangalathu, JS Jeon, R DesRoches
Earthquake Engineering and Structural Dynamics 47 (3), 784-801, 2018
1452018
Fragility curves for non-ductile reinforced concrete frames that exhibit different component response mechanisms
JS Jeon, LN Lowes, R DesRoches, I Brilakis
Engineering Structures 85, 127–143, 2015
1442015
Rapid seismic damage evaluation of bridge portfolios using machine learning techniques
S Mangalathu, SH Hwang, E Choi, JS Jeon
Engineering Structures 201, 109785, 2019
1372019
Framework of aftershock fragility assessment–case studies: older California reinforced concrete building frames
JS Jeon, R DesRoches, I Lowes, Laura N., Brilakis
Earthquake Engineering and Structural Dynamics 44 (15), 2617–2636, 2015
1222015
Statistical models for shear strength of RC beam‐column joints using machine‐learning techniques
JS Jeon, A Shafieezadeh, R DesRoches
Earthquake Engineering & Structural Dynamics 43 (14), 2075–2095, 2014
1222014
Machine learning-based approaches for seismic demand and collapse of ductile reinforced concrete building frames
SH Hwang, S Mangalathu, J Shin, JS Jeon
Journal of Building Engineering, 101905, 2021
1102021
Stripe‐based fragility analysis of multispan concrete bridge classes using machine learning techniques
S Mangalathu, JS Jeon
Earthquake Engineering and Structural Dynamics 48 (11), 1238–1255, 2019
1042019
Explainable machine learning models for punching shear strength estimation of flat slabs without transverse reinforcement
S Mangalathu, H Shin, E Choi, JS Jeon
Journal of Building Engineering 39, 102300, 2021
962021
Automated damage index estimation of reinforced concrete columns for post-earthquake evaluations
SG Paal, JS Jeon, I Brilakis, R DesRoches
Journal of Structural Engineering 141 (9), 04014228, 2015
922015
Optimal intensity measures in probabilistic seismic demand models of cable-stayed bridges subjected to pulse-like ground motions
J Zhong, JS Jeon, YH Shao, L Chen
Journal of Bridge Engineering 24 (2), 04018118, 2019
902019
Seismic fragility of lightly reinforced concrete frames with masonry infills
JS Jeon, JH Park, DR Reginald
Earthquake Engineering and Structural Dynamics 44 (11), 1783–1803, 2015
872015
ANCOVA-based grouping of bridge classes for seismic fragility assessment
S Mangalathu, JS Jeon, JE Padgett, R DesRoches
Engineering Structures 123, 379–394, 2016
862016
An innovative seismic bracing system based on a superelastic shape memory alloy ring
N Gao, JS Jeon, D Hodgson, R DesRoches
Smart Materials and Structures 25 (5), 055030, 2016
862016
Parameterized seismic fragility curves for curved multi-frame concrete box-girder bridges using Bayesian parameter estimation
JS Jeon, S Mangalathu, J Song, R DesRoches
Journal of Earthquake Engineering 23 (6), 954–979, 2019
782019
Impact of spatial variability parameters on seismic fragilities of a cable-stayed bridge subjected to differential support motions
J Zhong, JS Jeon, W Yuan, R DesRoches
Journal of Bridge Engineering 22 (6), 04017013, 2017
782017
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