Explainable machine learning model for liquefaction potential assessment of soils using XGBoost-SHAP

Kaushik Jas, G. R. Dodagoudar

2022Soil Dynamics and Earthquake Engineering146 citationsDOI

Topics & Concepts

LiquefactionHyperparameterComputer scienceMachine learningArtificial intelligenceExtreme learning machineProbabilistic logicEnsemble forecastingAlgorithmEngineeringGeotechnical engineeringArtificial neural networkGeotechnical Engineering and Underground StructuresGeotechnical Engineering and Soil MechanicsGeotechnical Engineering and Analysis