Computationally efficient uncertainty propagation and reduction using the stochastic response surface method

Mathematics

• Response Surface Method 100%
• Uncertainty Propagation 94%
• Stochastic Methods 68%
• Automatic Differentiation 38%
• Partial derivative 20%
• Chaos Expansion 17%
• Polynomial Chaos 17%
• Markov Chain Monte Carlo Methods 14%
• Uncertainty 11%
• Uncertainty Analysis 10%
• Model 8%
• Reduced Model 8%
• Computational Model 7%
• Hermite Polynomials 7%
• Bayesian Methods 7%
• Computational Efficiency 7%
• Coefficient 6%
• Collocation 6%
• Estimate 6%
• Propagation 6%
• Express 5%
• Regression 5%

Engineering & Materials Science

• Uncertainty 37%
• Polynomials 20%
• Derivatives 16%
• Monte Carlo methods 14%
• Chaos theory 13%
• Markov chains 12%
• Uncertainty analysis 8%
• Computational efficiency 6%