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Prediction of embankments dam break peak outflow: a comparison between empirical equations and ensemble-based machine learning algorithms

Khabat Khosravi, Zohreh Sheikh Khozani, Javad Hatamiafkoueieh

2023Natural Hazards18 citationsDOI

Topics & Concepts

AlgorithmDisjoint setsMachine learningEnsemble learningArtificial intelligenceOutflowRandom forestComputer scienceEnsemble forecastingEmpirical modellingHydrogeologyMathematicsGeologySimulationGeotechnical engineeringDiscrete mathematicsOceanographyDam Engineering and SafetyFlood Risk Assessment and ManagementHydraulic flow and structures
Prediction of embankments dam break peak outflow: a comparison between empirical equations and ensemble-based machine learning algorithms | Litcius