Uncertainty Quantification

Uncertainty quantification (UQ) has been an active field of research at the CRF for over a decade. Research activities in this area started out with a focus on UQ in chemically reacting flows, and subsequently branched out into a number of areas of research. One key product of the numerical methods and software development work in this field has been a general UQ toolkit. Our UQ activities in various application areas are highlighted at the links below.

• Uncertainty Quantification in Reacting Flows
• Uncertainty Quantification in Shock Hydrodynamics
• Uncertainty Quantification in Electric Grids
• Uncertainty Quantification in Climate Models
• Uncertainty Quantification in Macroscale Architecture Simulator
• Uncertainty Quantification in Atomistic-to-Continuum Simulations