Density estimation in uncertainty propagation problems using a surrogate model

Keyphrases

• Propagation Problem 100%
• Density Estimation 100%
• Uncertainty Propagation 100%
• Surrogate Model 100%
• Quantity of Interest 66%
• Convergence Rate 50%
• Probability Density Function 33%
• Splines 33%
• Approximation Methods 16%
• Highly Accurate 16%
• Nonlinear Optics 16%
• Fluid Dynamics 16%
• Histogram 16%
• Generalized Polynomial Chaos 16%
• Uncertainty Quantification 16%
• Model Output 16%
• Non-linear Fluids 16%
• Interest Model 16%
• Density Estimation Method 16%
• Sampling Resolution 16%
• Kernel Density Estimator 16%
• Moment Estimation 16%
• Statistical Density 16%

Mathematics

• Density Estimation 100%
• Approximates 42%
• Convergence Rate 42%
• Polynomial 28%
• Probability Density Function 28%
• Spline 28%
• Estimation Method 14%
• Kernel Density Estimator 14%
• Uncertainty Quantification 14%
• Histogram 14%

Engineering

• Surrogate Model 100%
• Convergence Rate 60%
• Probability Density Function 40%
• One Dimensional 20%
• Fluid Dynamics 20%
• Histogram 20%
• Uncertainty Quantification 20%