Faculty

Houman Owhadi

Houman Owhadi

Professor of Applied and Computational Mathematics and Control and Dynamical Systems

Degrees and Appointments

B.S., Ecole Polytechnique (France), 1994; M.S., Ecole Nationale des Ponts et Chaussees, 1997; Ph.D., Ecole Polytechnique Federale de Lausanne (Switzerland), 2001. Assistant Professor, Caltech, 2004-11; Professor, 2011-.


Assistant(s)

Research Group Matters
Diana Bohler
102 355 S. Holliston (Steele House)
626-395-1768
dbohler@caltech.edu

Research Group Website » Personal Website »

Research Overview

Professor Owhadi’s research concerns the exploration of interplays between numerical approximation, statistical inference and learning  from a game theoretic perspective. Whereas the process of discovery is usually based on a combination of trial and error,  insight and plain guesswork, his research is motivated by the facilitation/automation possibilities  emerging from these interplays.

List of Research Areas

Statistical Numerical Approximation. Numerical homogenization. Operator adapted wavelets. Fast solvers. Gaussian process regression. Machine learning. Multi-scale and stochastic analysis. Stochastic mechanics and geometric integration. Uncertainty Quantification.


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