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

"Why Should I Trust You?"

Marco Túlio Ribeiro, Sameer Singh, Carlos Guestrin · 2016 · 15.2K citations

Computing, Computer Science, Data Science +11

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 · 348 citations

Engineering, Civil Engineering, Materials Engineering +17

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 · 315 citations

Engineering, Civil Engineering, Data Science +12

On the application of machine learning techniques to derive seismic fragility curves

Jalal Kiani, Charles V. Camp, Shahram Pezeshk · Computers & Structures · 2019 · 309 citations

Engineering, Civil Engineering, Computational Engineering +12

Classifying earthquake damage to buildings using machine learning

Sujith Mangalathu, Han Sun, Chukwuebuka C. Nweke et al. · Earthquake Spectra · 2019 · 292 citations

Computing, Building Science, Computer Science +17