Sujith Mangalathu

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

Interpretable XGBoost-SHAP Machine-Learning Model for Shear Strength Prediction of Squat RC Walls

De‐Cheng Feng, Wenjie Wang, Sujith Mangalathu et al. · Journal of Structural Engineering · 2021 · 388 citations

Classification of failure mode and prediction of shear strength for reinforced concrete beam-column joints using machine learning techniques

Sujith Mangalathu, Jong‐Su Jeon · Engineering Structures · 2018 · 336 citations

Engineering, Machine Learning Techniques, Civil Engineering +11

Data-driven shear strength prediction of steel fiber reinforced concrete beams using machine learning approach

Jesika Rahman, Khondaker Sakil Ahmed, Nafiz Imtiaz Khan et al. · Engineering Structures · 2021 · 311 citations

Engineering, Machine Learning, Data Science +11

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