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Disambiguation of "Owhadi, Houman"

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Solving and learning nonlinear PDEs with Gaussian processes.

, , , and . J. Comput. Phys., (2021)

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Houman Jalaie

Houman Alborzi

Houman Liaghati

Houman Tavassol

Houman Shirzadi

 

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Global Energy Matching Method for Atomistic-to-Continuum Modeling of Self-Assembling Biopolymer Aggregates., , , and . Multiscale Modeling & Simulation, 8 (5): 1958-1980 (2010)Multiresolution operator decomposition for flow simulation in fractured porous media., , , , , and . J. Comput. Phys., (2019)Deep regularization and direct training of the inner layers of Neural Networks with Kernel Flows., and . CoRR, (2020)Sparse Cholesky factorization by Kullback-Leibler minimization., , and . CoRR, (2020)Localized Bases for Finite-Dimensional Homogenization Approximations with Nonseparated Scales and High Contrast., and . Multiscale Modeling & Simulation, 9 (4): 1373-1398 (2011)Gaussian Measures Conditioned on Nonlinear Observations: Consistency, MAP Estimators, and Simulation., , , and . CoRR, (2024)Solving and learning nonlinear PDEs with Gaussian processes., , , and . J. Comput. Phys., (2021)Sparse Recovery of Elliptic Solvers from Matrix-Vector Products., and . SIAM J. Sci. Comput., 46 (2): 998- (2024)Computational Hypergraph Discovery, a Gaussian Process framework for connecting the dots., , , , , and . CoRR, (2023)One-Shot Learning of Stochastic Differential Equations with Computational Graph Completion., , , , and . CoRR, (2022)