About
1. About
2. Acknowledgments
3. Copyright and License
4. How To Cite
5. Capabilities
6. Release Notes
7. Release Plans
8. Glossary
9. Abbreviations
User Manual
1. Running Application
2. User Interface
3. Tools
4. Examples
5. Troubleshooting
6. Requirements
7. Bugs & Feature Requests
Technical Manual
1. Dakota Methods
2. Methods in SimCenterUQ Engine
3. Damping Options
4. Ground Motion Intensity Spatial Correlation Model Options
Developer Manual
1. How to Build
2. How to Extend
3. Verification
Earthquake Engineering with Uncertainty Quantification
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1. Dakota Methods
2. Methods in SimCenterUQ Engine
2.1. Nataf transformation
2.2. Global sensitivity analysis
Video Resources
Variance-based global sensitivity indices
Estimation of Sobol indices using Probabilistic model-based global sensitivity analysis (PM-GSA)
Dealing with high-dimensional responses with PCA-PSA
Aggregated sensitivity index
2.3. Global surrogate modeling
Introduction to Gaussian process regression (Kriging)
Dealing with noisy measurements
Construction of the surrogate model
Adaptive Design of Experiments (DoE)
Verification of surrogate model
2.4. Multi-fidelity Monte Carlo (MFMC)
Models with different infidelities
Pre-execution checklist for MFMC
Algorithm details
Speed-up
3. Damping Options
3.1. Rayleigh Damping
3.2. Modal Damping
4. Ground Motion Intensity Spatial Correlation Model Options
4.1. Intra-event Correlation Model Options
Jayaram and Baker (2009)
Loth and Baker (2013)
Markhvida et al. (2017)
4.2. Inter-event Correlation Model Options