| 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 | 434 | 2020 |
| 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 | 262 | 2018 |
| 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 | 213 | 2020 |
| 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 | 209 | 2018 |
| 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 | 199 | 2019 |
| 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 | 146 | 2015 |
| 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 | 145 | 2018 |
| Rapid seismic damage evaluation of bridge portfolios using machine learning techniques S Mangalathu, SH Hwang, E Choi, JS Jeon Engineering Structures 201, 109785, 2019 | 139 | 2019 |
| 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 | 124 | 2015 |
| 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 | 123 | 2014 |
| 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 | 111 | 2021 |
| 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 | 105 | 2019 |
| 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 | 99 | 2021 |
| 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 | 92 | 2019 |
| 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 | 92 | 2015 |
| 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 | 88 | 2015 |
| 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 | 87 | 2016 |
| ANCOVA-based grouping of bridge classes for seismic fragility assessment S Mangalathu, JS Jeon, JE Padgett, R DesRoches Engineering Structures 123, 379–394, 2016 | 86 | 2016 |
| 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 | 79 | 2017 |
| 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 | 78 | 2019 |
Sujith Mangalathu, Ph.DResearcherVerified email at gatech.edu
