Seong‐Hoon Hwang

Failure mode and effects analysis of RC members based on machine-learning-based SHapley Additive exPlanations (SHAP) approach

Sujith Mangalathu, Seong‐Hoon Hwang, Jong‐Su Jeon · Engineering Structures · 2020 · 911 citations

Effects Analysis, Reliability Engineering, Engineering +12

Data-driven machine-learning-based seismic failure mode identification of reinforced concrete shear walls

Sujith Mangalathu, Hansol Jang, Seong‐Hoon Hwang et al. · Engineering Structures · 2020 · 296 citations

Earthquake Engineering, Engineering, Data Science +9

Rapid seismic damage evaluation of bridge portfolios using machine learning techniques

Sujith Mangalathu, Seong‐Hoon Hwang, Eunsoo Choi et al. · Engineering Structures · 2019 · 201 citations · Full text

Machine learning-based approaches for seismic demand and collapse of ductile reinforced concrete building frames

Seong‐Hoon Hwang, Sujith Mangalathu, Jiuk Shin et al. · Journal of Building Engineering · 2020 · 176 citations

Machine Learning-based Approaches, Earthquake Engineering, Engineering +12

Earthquake‐induced loss assessment of steel frame buildings with special moment frames designed in highly seismic regions

Seong‐Hoon Hwang, Dimitrios G. Lignos · Earthquake Engineering & Structural Dynamics · 2017 · 101 citations · Full text

Steel Frame Buildings, Engineering, Structural Dynamics +17