Gaussian process regression as a surrogate model for the computation of dispersion relations
Alexander C. Ogren, Berthy T. Feng, Katherine L. Bouman, Chiara Daraio
Topics & Concepts
Computer scienceDispersion relationGaussian processSurrogate modelRelation (database)Dispersion (optics)ComputationMathematical optimizationProcess (computing)GaussianAlgorithmMathematicsData miningMachine learningOpticsPhysicsOperating systemQuantum mechanicsAcoustic Wave Phenomena ResearchWind and Air Flow StudiesModel Reduction and Neural Networks