Andrew Stuart
Andrew Stuart
Bren Professor of Computing and Mathematical Sciences
B.S., University of Bristol, 1983; Ph.D., University of Oxford, 1986. Bren Professor, Caltech, 2016-.
Data Assimilation, Inverse Problems, Stochastic Modeling
Overview
Professor Stuart's research is focused on the development of mathematical and algorithmic frameworks for the seamless integration of models with data. He works in the Bayesian formulation of inverse problems, and in data assimilation for dynamical systems. Quantification of uncertainty plays a significant role in this work. Current applications of interest include a variety of problems in the geophysical sciences, and in graph-based learning.
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2025-26
CMS/ACM/IDS 107 ab – Linear Analysis with Applications
ACM/IDS 154 – Inverse Problems and Data Assimilation
2022-23
CMS/ACM/IDS 107 – Linear Analysis with Applications
ACM/IDS 180 ab – Multiscale Modeling
2021-22
CMS/ACM/IDS 107 – Linear Analysis with Applications
ACM/IDS 154 – Inverse Problems and Data Assimilation
2020-21
CMS/ACM/IDS 107 – Linear Analysis with Applications
ACM 109 – Mathematical Modelling