Past Event: Oden Institute Seminar

Algorithmic Challenges at the Center for Predictive Engineering and Computational Sciences (PECOS)

Ernesto Prudencio, PECOS

Abstract

The PECOS Center is composed of an inter-disciplinary team of researchers dedicated to the development of systematic methodologies and advanced computational methods for the validation of models and the prediction of quantities of interest under uncertainty. In this talk we will go through basic concepts on model validation, uncertainty quantification and Bayesian analysis, followed by a brief explanation of some algorithmic challenges on the research areas of model validation and uncertainty quantification.