Houman Owhadi
According to our database1,
Houman Owhadi
authored at least 35 papers
between 2007 and 2020.
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Bibliography
2020
Do ideas have shape? Plato's theory of forms as the continuous limit of artificial neural networks.
CoRR, 2020
CoRR, 2020
Consistency of Empirical Bayes And Kernel Flow For Hierarchical Parameter Estimation.
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
Multiresolution operator decomposition for flow simulation in fractured porous media.
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
Compression, inversion, and approximate PCA of dense kernel matrices at near-linear computational complexity.
CoRR, 2017
2015
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
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
Proceedings of the 48th IEEE Conference on Decision and Control, 2009
2007
SIAM J. Numer. Anal., 2007