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Dual order-reduced Gaussian process emulators (DORGP) for quantifying high-dimensional uncertain crack growth using limited and noisy data

Chufan He, Xuan Peng, Chensen Ding

2023Computer Methods in Applied Mechanics and Engineering14 citationsDOI

Topics & Concepts

Computer scienceGaussian processProbabilistic logicAlgorithmGaussianUncertainty quantificationNoise (video)Mathematical optimizationMathematicsArtificial intelligenceMachine learningPhysicsImage (mathematics)Quantum mechanicsModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignAdvanced Multi-Objective Optimization Algorithms
Dual order-reduced Gaussian process emulators (DORGP) for quantifying high-dimensional uncertain crack growth using limited and noisy data | Litcius