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B

Boumediene Hamzi

california institute of technology

15H指数
107论文数
798被引数
收录论文 17
发表时间
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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
err分享
err收藏
Kernel-based LMI approaches to solving the Hamilton–Jacobi–Bellman equation and nonlinear optimal control基于核的LMI方法求解哈密尔顿-雅可比-贝尔曼方程和非线性最优控制
errPHYSICA D-NONLINEAR PHENOMENA
IF2.9
err2026-09-03
err0
PREAI
errBoumediene Hamzi; Umesh Vaidya
err分享
err收藏
KSD-MMD transport with kernel learning for diffeomorphic measure matching核学习驱动的KSD-MMD差分同胚度量匹配传输
errCommunications in Nonlinear Science and Numerical Simulation
IF3.8
err2026-08-06
err0
PREAI
errBoumediene Hamzi; Houman Owhadi
err分享
err收藏
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
err分享
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
err收藏
Enhancing time series forecasting stability with a connected neural dynamical system approach通过连接的神经动力系统方法增强时间序列预测的稳定性
errPhysica D: Nonlinear Phenomena
IF0
err2025-10-13
err0
PREAI
errS. Pourmohammad Azizi; Boumediene Hamzi
err分享
err收藏
Hypertension control in resource-constrained settings: Bridging socioeconomic gaps with predictive insights资源受限环境中的高血压控制：利用预测洞察弥合社会经济差距
errINTERNATIONAL JOURNAL OF CARDIOLOGY CARDIOVASCULAR RISK AND PREVENTION
IF0
err2025-09-01
err1
errOAAI
errAzad, Abul Kalam; Sufian, Abu; Alsadder, Lujain; Zaman, Sadia; Hamzi, Wahiba; Ali, Amira; Hossain, Zakir; Hamzi, Boumediene
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
Mitigating Algorithmic Bias in AI-Driven Cardiovascular Imaging for Fairer Diagnostics
errDIAGNOSTICS
IF3.3
err2024-11-27
err0
errOAAI
errAbu Sufian, Md; Alsadder, Lujain; Hamzi, Wahiba; Zaman, Sadia; Sagar, A. S. M. Sharifuzzaman; Hamzi, Boumediene
err分享
err收藏
AI-Driven Thoracic X-ray Diagnostics: Transformative Transfer Learning for Clinical Validation in Pulmonary RadiographyAI驱动的胸部x线诊断: 用于肺部x线摄影临床验证的变革性迁移学习
errJOURNAL OF PERSONALIZED MEDICINE
IF3
err2024-08-12
err0
errOAAI
errSufian, Md Abu; Hamzi, Wahiba; Sharifi, Tazkera; Zaman, Sadia; Alsadder, Lujain; Lee, Esther; Hakim, Amir; Hamzi, Boumediene
err分享
err收藏
Enhancing Clinical Validation for Early Cardiovascular Disease Prediction through Simulation, AI, and Web Technology
errDIAGNOSTICS
IF3.3
err2024-06-20
err0
errOAAI
errAbu Sufian, Md; Hamzi, Wahiba; Zaman, Sadia; Alsadder, Lujain; Hamzi, Boumediene; Varadarajan, Jayasree; Azad, Md Abul Kalam
err分享
err收藏
Innovative Machine Learning Strategies for Early Detection and Prevention of Pregnancy Loss: The Vitamin D Connection and Gestational Health
errDIAGNOSTICS
IF3.3
err2024-04-28
err0
errOAAI
errAbu Sufian, Md; Hamzi, Wahiba; Hamzi, Boumediene; Sagar, A. S. M. Sharifuzzaman; Rahman, Mustafizur; Varadarajan, Jayasree; Hanumanthu, Mahesh; Azad, Md Abul Kalam
err分享
err收藏
Local modal participation analysis of nonlinear systems using Poincare linearization
errNONLINEAR DYNAMICS
IF6
err2019-11-26
err13
errOAAI
errHamzi, Boumediene; Abed, Eyad H.
err分享
err收藏
The Controlled Center Systems
errIEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF7
err2007-11-01
err2
PREAI
errHamzi, Boumediene; Krener, Arthur J.
err分享
err收藏
Ignored input dynamics and a new characterization of control Lyapunov functions
errAUTOMATICA
IF5.9
err2001-06-01
err19
PREAI
errHamzi, B; Praly, L
err分享
err收藏

研究方向

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合作学者
合作期刊
L
Laurent Praly
H 指数: 52 · 论文数: 243
J
Jong‐Hyeon Lee
H 指数: 40 · 论文数: 610
A
Arthur J. Krener
H 指数: 38 · 论文数: 191
E
Eyad H. Abed
H 指数: 33 · 论文数: 246
M
Marcus Hütter
H 指数: 33 · 论文数: 415
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