Houman Owhadi is affiliated with the California Institute of Technology in the United States. Their research spans primarily in the field of Computer Science, with significant contributions to subfields such as Artificial Intelligence, Statistical and Nonlinear Physics, Statistics, Probability and Uncertainty, Computational Mechanics, and Control and Systems Engineering.
The scientist's work focuses on topics including Gaussian Processes and Bayesian Inference, Model Reduction and Neural Networks, Probabilistic and Robust Engineering Design, Neural Networks and Applications, Machine Learning and Data Classification, Statistical Methods and Inference, and Numerical Methods in Inverse Problems.
Recent papers authored or co-authored by Owhadi include:
Frequent co-authors include:
Owhadi's research has been published in venues such as:
They have also contributed to book publications, including a publication with Springer International Publishing titled Kernel Mode Decomposition and the Programming of Kernels (2021).
Roger Ghanem;David Higdon;Houman Owhadi
Alireza Doostan;Houman Owhadi
Houman Owhadi;Lei Zhang
Houman Owhadi
Houman Owhadi
Lily Kharevych;Patrick Mullen;Houman Owhadi;Mathieu Desbrun
Houman Owhadi;Clint Scovel;Timothy John Sullivan;Mike McKerns
Nawaf Bou-Rabee;Houman Owhadi
Nawaf Bou-Rabee;Houman Owhadi
Houman Owhadi;Lei Zhang;Leonid Berlyand
Molei Tao;Houman Owhadi;Jerrold E. Marsden
Yifan Chen;Bamdad Hosseini;Houman Owhadi;Andrew M. Stuart
Houman Owhadi;Lei Zhang
Fernando de Goes;Pierre Alliez;Houman Owhadi;Mathieu Desbrun
Houman Owhadi;Lei Zhang
Leonid Berlyand;Houman Owhadi
Houman Owhadi;Gene Ryan Yoo
L.J. Lucas;H. Owhadi;M. Ortiz
Molei Tao;Houman Owhadi;Jerrold E. Marsden
Houman Owhadi;Lei Zhang
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