Probabilistic surrogate modeling by Gaussian process: A new estimation algorithm for more robust prediction
Amandine Marrel, Bertrand Iooss
Topics & Concepts
KrigingGaussian processComputer scienceSurrogate modelHyperparameterBenchmark (surveying)AlgorithmMachine learningGaussianProbabilistic logicUncertainty quantificationMathematical optimizationArtificial intelligenceData miningMathematicsQuantum mechanicsGeodesyPhysicsGeographyAdvanced Multi-Objective Optimization AlgorithmsOptimal Experimental Design MethodsGaussian Processes and Bayesian Inference