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H

Houman Owhadi

california institute of technology

30H指数
298论文数
4.8K被引数
收录论文 40
发表时间
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Discovering algorithms with computational language processing利用计算语言处理发现算法
errScience Advances
IF12.5
err2026-09-09
err0
errOAAI
errThéo Bourdais; Abeynaya Gnanasekaran; Houman Owhadi; Tuhin Sahai
err分享
err收藏
Kernel Methods for the Construction of Certified Lyapunov Functions via Approximate Koopman Eigenfunctions基于近似Koopman特征函数构建可验证李雅普诺夫函数的核方法
errJournal of Computational Physics
IF3.8
err2026-09-04
err0
PREAI
errP. Giesl; S. Hafstein; B. Hamzi; J. Lee; H. Owhadi; G. Santin; U. Vaidya
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Operator learning at machine precision机器精度下的算子学习
errJournal of Computational Physics
IF3.8
err2026-07-27
err0
PREAI
errAras Bacho; Aleksei G. Sorokin; Xianjin Yang; Théo Bourdais; Edoardo Calvello; Matthieu Darcy; Alexander W. Hsu; Bamdad Hosseini; Houman Owhadi
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Benchmarking Gaussian processes for prediction and data assimilation of Alzheimer's disease progression评估高斯过程在阿尔茨海默病进展预测和数据同化中的应用基准
errJournal of Alzheimer’s Disease
IF0
err2025-12-12
err0
PREAI
errPau Batlle; Matthieu Darcy; Matthew Levine; Boumediene Hamzi; Houman Owhadi; Mehrad Bastani; Yi Zhang; Khaled Sarsour; Francisco Talamas
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A Note on Kernel Methods for the Construction of Lyapunov Functions using Koopman Eigenfunctions基于Koopman特征函数构建李雅普诺夫函数的核方法的注记
errIFAC PAPERSONLINE
IF0
err2025-11-01
err0
PREAI
errLee, Jonghyeon; Hamzi, Boumediene; Owhadi, Houman; Vaidya, Umesh
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err收藏
Gaussian Processes simplify differential equations高斯过程简化微分方程
errPhysica D: Nonlinear Phenomena
IF0
err2025-10-27
err0
PREAI
errJonghyeon Lee; Boumediene Hamzi; Yannis Kevrekidis; Houman Owhadi
err分享
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Bridging Algorithmic Information Theory and Machine Learning: Clustering, density estimation, Kolmogorov complexity-based kernels, and kernel learning in unsupervised learning算法信息论与机器学习的融合：聚类、密度估计、基于Kolmogorov复杂度的核方法，以及无监督学习中的核学习
errPHYSICA D-NONLINEAR PHENOMENA
IF2.9
err2025-06-01
err0
PREAI
errHamzi, Boumediene; Hutter, Marcus; Owhadi, Houman
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Kernel methods for the approximation of the eigenfunctions of the Koopman operator核方法用于Koopman算子特征函数的近似
errPHYSICA D-NONLINEAR PHENOMENA
IF2.9
err2025-06-01
err0
PREAI
errLee, Jonghyeon; Hamzi, Boumediene; Hou, Boya; Owhadi, Houman; Santin, Gabriele; Vaidya, Umesh
err分享
err收藏
Learning dynamical systems from data: A simple cross-validation perspective, part II: Nonparametric kernel flows从数据中学习动力系统：一个简单的交叉验证视角，第二部分：非参数核流
errPHYSICA D-NONLINEAR PHENOMENA
IF2.9
err2025-06-01
err0
PREAI
errDarcy, Matthieu; Hamzi, Boumediene; Susiluoto, Jouni; Braverman, Amy; Owhadi, Houman
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Forward model emulator for atmospheric radiative transfer using Gaussian processes and cross validation
errATMOSPHERIC MEASUREMENT TECHNIQUES
IF3.3
err2025-02-06
err0
errOAAI
errLamminpaa, Otto; Susiluoto, Jouni; Hobbs, Jonathan; Mcduffie, James; Braverman, Amy; Owhadi, Houman
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Operator learning with Gaussian processes
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2025-02-01
err0
errOAAI
errMora, Carlos; Yousefpour, Amin; Hosseinmardi, Shirin; Owhadi, Houman; Bostanabad, Ramin
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Error analysis of kernel/GP methods for nonlinear and parametric PDEs
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2025-01-01
err1
errOAAI
errBatlle, Pau; Chen, Yifan; Hosseini, Bamdad; Owhadi, Houman; Stuart, Andrew M.
err分享
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Kolmogorov n-widths for multitask physics-informed machine learning (PIML) methods: Towards robust metrics多任务物理通知机器学习 (PIML) 方法的Kolmogorov n宽度: 迈向稳健的指标
errNEURAL NETWORKS
IF6.3
err2024-12-01
err0
PREAI
errPenwarden, Michael; Owhadi, Houman; Kirby, Robert M.
err分享
err收藏
Codiscovering graphical structure and functional relationships within data: A Gaussian Process framework for connecting the dots共发现数据中的图结构和功能关系：一种连接数据点的Gaussian Process框架
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2024-08-01
err3
errOAAI
errBourdais, Theo; Batlle, Pau; Yang, Xianjin; Baptista, Ricardo; Rouquette, Nicolas; Owhadi, Houman
err分享
err收藏
Kernel methods are competitive for operator learning
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2024-01-01
err10
errOAAI
errBatlle, Pau; Darcy, Matthieu; Hosseini, Bamdad; Owhadi, Houman
err分享
err收藏
Uncertainty quantification of the 4th kind; optimal posterior accuracy-uncertainty tradeoff with the minimum enclosing ball
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2022-12-01
err2
errOAAI
errBajgiran, Hamed Hamze; Batlle, Pau; Owhadi, Houman; Samir, Mostafa; Scovel, Clint; Shirdel, Mahdy; Stanley, Michael; Tavallali, Peyman
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Learning best kernels from data in Gaussian process regression. With application to aerodynamics从高斯过程回归中的数据中学习最佳内核。应用于空气动力学
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2022-12-01
err19
errOAAI
errAkian, J-L; Bonnet, L.; Owhadi, H.; Savin, E.
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Solving and learning nonlinear PDEs with Gaussian processes
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2021-12-01
err70
errOAAI
errChen, Yifan; Hosseini, Bamdad; Owhadi, Houman; Stuart, Andrew M.
err分享
err收藏
SPARSE CHOLESKY FACTORIZATION BY KULLBACK-LEIBLER MINIMIZATION
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2021-06-03
err53
errOAAI
errSchaefer, Florian; Katzfuss, Matthias; Owhadi, Houman
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Material-adapted Refinable Basis Functions for Elasticity Simulation
errACM TRANSACTIONS ON GRAPHICS
IF9.5
err2019-11-08
err10
PREAI
errChen, Jiong; Budninskiy, Max; Owhadi, Houman; Bao, Hujun; Huang, Jin; Desbrun, Mathieu
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研究方向

暂无研究方向
合作学者
合作期刊
J
Jerrold E. Marsden
H 指数: 114 · 论文数: 802
M
M. Ortíz
H 指数: 89 · 论文数: 596
P
Petros Koumoutsakos
H 指数: 76 · 论文数: 541
姚
姚军 (Jun Yao)
H 指数: 72 · 论文数: 1.3K
李阳 封面图
李阳 (Yang Li)
H 指数: 68 · 论文数: 1.4K
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