Gaussian processes for surrogate modeling of discharged fuel nuclide compositions
Antonio Figueroa, Malte Göttsche
Topics & Concepts
NuclideBurnupComputer scienceSobol sequenceGridSurrogate modelGaussianSampling (signal processing)Uncertainty quantificationNuclear engineeringAlgorithmSpent nuclear fuelMonte Carlo methodKrigingSpline (mechanical)Smoothing splineMathematical optimizationMathematicsNuclear physicsPhysicsStatisticsFilter (signal processing)Spline interpolationMachine learningBilinear interpolationThermodynamicsComputer visionQuantum mechanicsGeometryEngineeringGaussian Processes and Bayesian InferenceProbabilistic and Robust Engineering DesignNuclear reactor physics and engineering