Houman Owhadi - researchr alias

researchr

You are not signed in
Sign in
Sign up

Viewing Publication 1 - 32 from 32

2024

Kernel methods are competitive for operator learningPau Batlle, Matthieu Darcy, Bamdad Hosseini, Houman Owhadi. jcphy, 496:112549, January 2024. [doi]

Sparse Recovery of Elliptic Solvers from Matrix-Vector ProductsFlorian Schäfer, Houman Owhadi. siamsc, 46(2):998, 2024. [doi]

2022

Learning "best" kernels from data in Gaussian process regression. With application to aerodynamicsJean-Luc Akian, Luc Bonnet, Houman Owhadi, Éric Savin. jcphy, 470:111595, 2022. [doi]

Uncertainty quantification of the 4th kind; optimal posterior accuracy-uncertainty tradeoff with the minimum enclosing ballHamed Hamze Bajgiran, Pau Batlle, Houman Owhadi, Mostafa Samir, Clint Scovel, Mahdy Shirdel, Michael Stanley, Peyman Tavallali. jcphy, 471:111608, 2022. [doi]

2021

2019

Multiresolution operator decomposition for flow simulation in fractured porous mediaQingfu Zhang 0002, Houman Owhadi, Jun Yao, Florian Schäfer, Zhaoqin Huang, Yang Li. jcphy, 391:381-396, 2019. [doi]

Operator-adapted wavelets for finite-element differential formsMax Budninskiy, Houman Owhadi, Mathieu Desbrun. jcphy, 388:144-177, 2019. [doi]

Material-adapted refinable basis functions for elasticity simulationJiong Chen, Max Budninskiy, Houman Owhadi, Hujun Bao, Jin Huang 0001, Mathieu Desbrun. tog, 38(6), 2019. [doi]

Kernel Flows: From learning kernels from data into the abyssHouman Owhadi, Gene Ryan Yoo. jcphy, 389:22-47, 2019. [doi]

Fast Eigenpairs Computation with Operator Adapted Wavelets and Hierarchical Subspace CorrectionHehu Xie, Lei Zhang 0027, Houman Owhadi. siamnum, 57(6):2519-2550, 2019. [doi]

De-noising by thresholding operator adapted waveletsGene Ryan Yoo, Houman Owhadi. sac, 29(6):1185-1201, 2019. [doi]

2017

Multigrid with Rough Coefficients and Multiresolution Operator Decomposition from Hierarchical Information GamesHouman Owhadi. siamrev, 59(1):99-149, 2017. [doi]

Gamblets for opening the complexity-bottleneck of implicit schemes for hyperbolic and parabolic ODEs/PDEs with rough coefficientsHouman Owhadi, Lei Zhang 0027. jcphy, 347:99-128, 2017. [doi]

2015

Convex Optimal Uncertainty QuantificationShuo Han, Molei Tao, Ufuk Topcu, Houman Owhadi, Richard M. Murray. siamjo, 25(3):1368-1387, 2015. [doi]

On the Brittleness of Bayesian InferenceHouman Owhadi, Clint Scovel, Timothy John Sullivan. siamrev, 57(4):566-582, 2015. [doi]

Bayesian Numerical HomogenizationHouman Owhadi. mmas, 13(3):812-828, 2015. [doi]

2013

2011

A non-adapted sparse approximation of PDEs with stochastic inputsAlireza Doostan, Houman Owhadi. jcphy, 230(8):3015-3034, 2011. [doi]

Localized Bases for Finite-Dimensional Homogenization Approximations with Nonseparated Scales and High ContrastHouman Owhadi, Lei Zhang 0027. mmas, 9(4):1373-1398, 2011. [doi]

Rigorous uncertainty quantification without integral testingUfuk Topcu, Leonard J. Lucas, Houman Owhadi, Michael Ortiz. ress, 96(9):1085-1091, 2011. [doi]

2010

Long-Run Accuracy of Variational Integrators in the Stochastic ContextNawaf Bou-Rabee, Houman Owhadi. siamnum, 48(1):278-297, 2010. [doi]

Nonintrusive and Structure Preserving Multiscale Integration of Stiff ODEs, SDEs, and Hamiltonian Systems with Hidden Slow Dynamics via Flow AveragingMolei Tao, Houman Owhadi, Jerrold E. Marsden. mmas, 8(4):1269-1324, 2010. [doi]

Global Energy Matching Method for Atomistic-to-Continuum Modeling of Self-Assembling Biopolymer AggregatesLei Zhang, Leonid Berlyand, Maxim V. Fedorov, Houman Owhadi. mmas, 8(5):1958-1980, 2010. [doi]

2009

Numerical coarsening of inhomogeneous elastic materialsLiliya Kharevych, Patrick Mullen, Houman Owhadi, Mathieu Desbrun. tog, 28(3):51, 2009. [doi]

Multiple target detection using Bayesian learningSujit Nair, Konda Reddy Chevva, Houman Owhadi, Jerrold E. Marsden. cdc 2009: 8549-8554 [doi]

2007

Homogenization of Parabolic Equations with a Continuum of Space and Time ScalesHouman Owhadi, Lei Zhang. siamnum, 46(1):1-36, 2007. [doi]

All Publications

Filter by Year
OR AND NOT 1

Filter by Type
OR AND NOT 1

Filter by Tag
OR AND NOT 1

Filter by Venue
OR AND NOT 1

Filter by Author

[+]
OR AND NOT 1

Filter by Top Terms

[+]
OR AND NOT 1

Researchr

Publications by 'Houman Owhadi'

Viewing Publication 1 - 32 from 32

2024

2022

2021

2019

2017

2015

2013

2011

2010

2009

2007

All Publications

Filter by YearOR AND NOT 1

Filter by TypeOR AND NOT 1

Filter by TagOR AND NOT 1

Filter by VenueOR AND NOT 1

Filter by Author [+]OR AND NOT 1

Filter by Top Terms [+]OR AND NOT 1

Researchr

Publications by 'Houman Owhadi'

Viewing Publication 1 - 32 from 32

2024

2022

2021

2019

2017

2015

2013

2011

2010

2009

2007

Filter by Year
OR AND NOT 1

Filter by Type
OR AND NOT 1

Filter by Tag
OR AND NOT 1

Filter by Venue
OR AND NOT 1

Filter by Author

[+]
OR AND NOT 1

Filter by Top Terms

[+]
OR AND NOT 1