Houman Owhadi
Scholar

Houman Owhadi

Google Scholar ID: Ug5JIdgAAAAJ
IBM Professor of Applied and Computational Mathematics and Control and Dynamical Systems. Caltech.
SciML. Kernel/GP Methods. UQ. Stochastic/Mulstiscale/Geometric Integration/Analysis..
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Citations & Impact
All-time
Citations
3,808
 
H-index
32
 
i10-index
69
 
Publications
20
 
Co-authors
32
list available
Contact
Emailowhadi@caltech.edu
Publications
11 items
Kernel Methods for Some Transport Equations with Application to Learning Kernels for the Approximation of Koopman Eigenfunctions: A Unified Approach via Variational Methods, Green's Functions and the Method of Characteristics
2026
Cited
0
Kernel Methods for Stochastic Dynamical Systems with Application to Koopman Eigenfunctions: Feynman-Kac Representations and RKHS Approximation
2026
Cited
0
KROM: Kernelized Reduced Order Modeling
2026
Cited
0
Fluids You Can Trust: Property-Preserving Operator Learning for Incompressible Flows
2026
Cited
0
Solving Functional PDEs with Gaussian Processes and Applications to Functional Renormalization Group Equations
2025
Cited
0
A Dynamics-Informed Gaussian Process Framework for 2D Stochastic Navier-Stokes via Quasi-Gaussianity
2025
Cited
0
Operator Learning at Machine Precision
2025
Cited
0
Bilevel optimization for learning hyperparameters: Application to solving PDEs and inverse problems with Gaussian processes
2025
Cited
0
Resume (English only)
Background
  • IBM Professor of Applied and Computational Mathematics, and Control and Dynamical Systems; affiliated with the Department of Computing and Mathematical Sciences, Division of Engineering, California Institute of Technology.
Co-authors
32 total
Boumediene Hamzi
Boumediene Hamzi
Department of Computing and Mathematical Sciences, Caltech & The Alan Turing Institute
Co-author 2
Co-author 2
Molei Tao
Molei Tao
Associate Professor, Georgia Institute of Technology
Co-author 4
Co-author 4
Co-author 5
Co-author 5
Florian Schaefer
Florian Schaefer
Courant Institute of Mathematical Sciences, New York University
Nawaf Bou-Rabee
Nawaf Bou-Rabee
Math Professor at Rutgers | Visiting Scholar at Flatiron CCM | Adjunct Professor at Wharton
Co-author 8
Co-author 8