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Prediction of maximum scour depth at clear water conditions: Multivariate and robust comparative analysis between empirical equations and machine learning approaches using extensive reference metadata

Buddhadev Nandi, Gaurav Patel, Subhasish Das

2024Journal of Environmental Management44 citationsDOI

Topics & Concepts

Support vector machineDecision treeComputer scienceRandom forestMachine learningEnsemble learningRegression analysisEmpirical researchTree (set theory)RegressionMultivariate adaptive regression splinesArtificial intelligenceMathematicsBayesian multivariate linear regressionStatisticsMathematical analysisHydrology and Sediment Transport ProcessesHydraulic flow and structuresSoil erosion and sediment transport
Prediction of maximum scour depth at clear water conditions: Multivariate and robust comparative analysis between empirical equations and machine learning approaches using extensive reference metadata | Litcius