People

Faculty

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Bren Professor of Computing and Mathematical Sciences

Professor Stuart's research is focused on the development of foundational mathematical and algorithmic frameworks for the seamless integration of models with data. He works in the Bayesian formulation of inverse problems for differential equations, and in data assimilation for dynamical systems.

Staff

Postdoctoral Scholars

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Postdoctoral Scholar Computing and Mathematical Sciences

Bayesian inverse problems, Bayesian hierarchical models, geometric inverse problems, uncertainty quantification, imaging, reparametrization of models, model error approximation.

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Postdoctoral Scholar in Computing and Mathematical Sciences

Scalable Bayesian inference methods for problems of big data/large dimensions, particularly Markov Chain Monte Carlo (MCMC) methods, variational Bayes, and their geometric variants.

Graduate Students