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