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CPT-based fully probabilistic seismic liquefaction potential assessment to reduce uncertainty: Integrating XGBoost algorithm with Bayesian theorem

Zening Zhao, Wei Duan, Guojun Cai, Meng Wu, Songyu Liu

2022Computers and Geotechnics88 citationsDOI

Topics & Concepts

Probabilistic logicLiquefactionUncertainty quantificationBayes' theoremAlgorithmBayesian probabilityCone penetration testSoil liquefactionBayesian inferenceComputer scienceProbability distributionMathematical optimizationMathematicsEngineeringGeotechnical engineeringMachine learningStatisticsArtificial intelligenceGeotechnical Engineering and Soil MechanicsGeotechnical Engineering and Underground StructuresGeotechnical Engineering and Analysis
CPT-based fully probabilistic seismic liquefaction potential assessment to reduce uncertainty: Integrating XGBoost algorithm with Bayesian theorem | Litcius