Our research in this area has been focused on quantification and propagation of all sources of uncertainties in a simulation-based design process, as well as decision-making under uncertainty. Current emphases fall into
- metamodeling for simulation-based design,
- model validation and uncertainty quantification, and
- multidisciplinary design optimization under uncertainty.
Software & Datasets
Our methods have been integrated into both open-source packages and commercial software for industry users. Selected codes and data are available upon request. Click on the link below to learn more.