Efficient learning of accurate surrogates for simulations of complex systems
A. Diaw, Michael McKerns, Irina Sagert, L. G. Stanton, M. S. Murillo
Topics & Concepts
Computer scienceMaxima and minimaBenchmark (surveying)Sampling (signal processing)Machine learningRetrainingArtificial intelligenceMetric (unit)Process (computing)Surrogate modelData miningMathematicsComputer visionBusinessGeodesyInternational tradeMathematical analysisGeographyFilter (signal processing)Operations managementEconomicsOperating systemNuclear reactor physics and engineeringGaussian Processes and Bayesian InferenceNuclear physics research studies