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Gaussian process regression constrained by boundary value problems

Mamikon Gulian, Ari Frankel, Laura Swiler

2021Computer Methods in Applied Mechanics and Engineering24 citationsDOIOpen Access PDF

Topics & Concepts

Gaussian processKrigingBoundary value problemMathematicsApplied mathematicsCovarianceGaussianMathematical optimizationOperator (biology)Boundary (topology)Mathematical analysisStatisticsPhysicsQuantum mechanicsBiochemistryChemistryGeneTranscription factorRepressorGaussian Processes and Bayesian InferenceModel Reduction and Neural NetworksProbabilistic and Robust Engineering Design
Gaussian process regression constrained by boundary value problems | Litcius