Machine learning for better prediction of seepage flow through embankment dams: Gaussian process regression versus SVR and RVM
Ala Bouchehed, Fares Laouacheria, Salim Heddam, Lakhdar Djemili
Topics & Concepts
PiezometerSupport vector machineMean squared errorKrigingMachine learningCorrelation coefficientCoefficient of determinationGaussian processArtificial intelligenceRegressionMathematicsStatisticsComputer scienceGaussianGeologyGeotechnical engineeringGroundwaterAquiferChemistryComputational chemistryDam Engineering and SafetyHydraulic flow and structuresWater Systems and Optimization