Concepedia

Houman Owhadi

HO

60

Publications

2.9K

Citations

26

H-Index

2002

Active since

Affiliations

California Institute of Technology(Current)

Courant Institute of Mathematical Sciences

Houman Owhadi is an author at California Institute of Technology specializing in engineering, computer science, and numerical analysis.

Top concepts

EngineeringNumerical AnalysisComputer ScienceMachine LearningApproximation TheoryPhysicsData ScienceStatisticsMultiscale ModelingUncertainty Modeling

Publications per year

2002–2024

60

Publications

60

A non-adapted sparse approximation of PDEs with stochastic inputs

Alireza Doostan, Houman Owhadi · Journal of Computational Physics · 2011 · 448 citations · Full text

Numerical Analysis, Engineering, Pde-constrained Optimization +3

Bayesian Numerical Homogenization

Houman Owhadi · Multiscale Modeling and Simulation · 2015 · 238 citations · Full text

Spectral Theory, Numerical Analysis, Engineering +18

Metric‐based upscaling

Houman Owhadi, Lei Zhang · Communications on Pure and Applied Mathematics · 2006 · 210 citations

Numerical Analysis, Elliptic Equation, Numerical Homogenization +5

Optimal Uncertainty Quantification

Houman Owhadi, Clint Scovel, Timothy Sullivan et al. · SIAM Review · 2013 · 121 citations · Full text

Mathematical Programming, Engineering, Constrained Optimization +16

Solving and learning nonlinear PDEs with Gaussian processes

Yifan Chen, Bamdad Hosseini, Houman Owhadi et al. · Journal of Computational Physics · 2021 · 121 citations · Full text

Nonlinear Pdes, Gaussian Process, Nonlinear Process

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