Fundamentals of Uncertainty Quantification for Engineers: Methods and Models

ISBN-13: 9780443136610 / Angielski

Yan Wang; Anh V. Tran; David L. McDowell

Spis treści

1. Introduction to Uncertainty Quantification for Engineers
2. Probability and Statistics in Uncertainty Quantification
3. Random Processes in Uncertainty Quantification
4. Sampling Methods in Uncertainty Quantification
5. Surrogate Modeling in Uncertainty Quantification
6. Model Selection, Calibration, and Validation in Uncertainty Quantification
7. Sensitivity Analysis in Uncertainty Quantification
8. Stochastic Expansion Methods in Uncertainty Quantification
9. Markov Models
10. Non-Probabilistic Methods in Uncertainty Quantification
11. Uncertainty propagation in Uncertainty Quantification