# Houman Owhadi

Affiliations:- California Institute of Technology, Pasadena, CA, USA

According to our database

Collaborative distances:

^{1}, Houman Owhadi authored at least 42 papers between 2007 and 2022.Collaborative distances:

## Timeline

#### Legend:

Book In proceedings Article PhD thesis Other## Links

#### On csauthors.net:

## Bibliography

2022

Learning "best" kernels from data in Gaussian process regression. With application to aerodynamics.

CoRR, 2022

2021

SIAM J. Sci. Comput., 2021

Consistency of empirical Bayes and kernel flow for hierarchical parameter estimation.

Math. Comput., 2021

Compression, Inversion, and Approximate PCA of Dense Kernel Matrices at Near-Linear Computational Complexity.

Multiscale Model. Simul., 2021

J. Comput. Phys., 2021

Learning dynamical systems from data: A simple cross-validation perspective, part III: Irregularly-Sampled Time Series.

CoRR, 2021

CoRR, 2021

CoRR, 2021

Uncertainty Quantification of the 4th kind; optimal posterior accuracy-uncertainty tradeoff with the minimum enclosing ball.

CoRR, 2021

CoRR, 2021

2020

Do ideas have shape? Plato's theory of forms as the continuous limit of artificial neural networks.

CoRR, 2020

CoRR, 2020

CoRR, 2020

Deep regularization and direct training of the inner layers of Neural Networks with Kernel Flows.

CoRR, 2020

2019

ACM Trans. Graph., 2019

Fast Eigenpairs Computation with Operator Adapted Wavelets and Hierarchical Subspace Correction.

SIAM J. Numer. Anal., 2019

Stat. Comput., 2019

Multiresolution operator decomposition for flow simulation in fractured porous media.

J. Comput. Phys., 2019

J. Comput. Phys., 2019

J. Comput. Phys., 2019

CoRR, 2019

2017

Multigrid with Rough Coefficients and Multiresolution Operator Decomposition from Hierarchical Information Games.

SIAM Rev., 2017

Gamblets for opening the complexity-bottleneck of implicit schemes for hyperbolic and parabolic ODEs/PDEs with rough coefficients.

J. Comput. Phys., 2017

2015

SIAM Rev., 2015

SIAM J. Optim., 2015

Multiscale Model. Simul., 2015

CoRR, 2015

2013

ACM Trans. Graph., 2013

SIAM Rev., 2013

J. Comput. Phys., 2013

Convex optimal uncertainty quantification: Algorithms and a case study in energy storage placement for power grids.

Proceedings of the American Control Conference, 2013

2012

CoRR, 2012

Optimal uncertainty quantification for legacy data observations of Lipschitz functions.

CoRR, 2012

2011

Reliab. Eng. Syst. Saf., 2011

Localized Bases for Finite-Dimensional Homogenization Approximations with Nonseparated Scales and High Contrast.

Multiscale Model. Simul., 2011

J. Comput. Phys., 2011

2010

SIAM J. Numer. Anal., 2010

Global Energy Matching Method for Atomistic-to-Continuum Modeling of Self-Assembling Biopolymer Aggregates.

Multiscale Model. Simul., 2010

Nonintrusive and Structure Preserving Multiscale Integration of Stiff ODEs, SDEs, and Hamiltonian Systems with Hidden Slow Dynamics via Flow Averaging.

Multiscale Model. Simul., 2010

2009

ACM Trans. Graph., 2009

Proceedings of the 48th IEEE Conference on Decision and Control, 2009

2007

SIAM J. Numer. Anal., 2007