Conference Themes
Major Themes
- Mathematical and statistical foundations of UQ
- Physics-informed and data-driven UQ methods
- UQ in the biosciences and bioengineering
- UQ in climate science and the environment
We encourage mini-symposia addressing the major conference themes and associated sub-topics such as:
- Adversarial approaches to UQ
- Connections between UQ and Machine Learning
- Data assimilation
- Design of experiments
- High-dimensional approximation
- Inverse problems
- Model error, discrepancy and calibration
- Multiscale UQ methods
- Optimization and optimal control under uncertainty
- Prediction
- Probability Theory for UQ
- Rare events and Risk
- Reduced order models
- Remote Sensing
- Sampling methods
- Statistical methods for UQ
- Stochastic models
- Surrogate models
- Uncertainty propagation
- UQ for complex systems
- Verification and validation