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Boumediene Hamzi

California Institute of Technology

15H-index
108Paper Count
798Citation Count
Published Papers 18
Publication Date
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Kernel Methods for the Construction of Certified Lyapunov Functions via Approximate Koopman Eigenfunctions
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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Kernel-based LMI approaches to solving the Hamilton–Jacobi–Bellman equation and nonlinear optimal control
errPHYSICA D-NONLINEAR PHENOMENA
IF2.9
err2026-09-03
err0
PREAI
errBoumediene Hamzi; Umesh Vaidya
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KSD-MMD transport with kernel learning for diffeomorphic measure matching
errCommunications in Nonlinear Science and Numerical Simulation
IF3.8
err2026-08-06
err0
PREAI
errBoumediene Hamzi; Houman Owhadi
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errSave
Adaptive kernel selection for Kernelized Diffusion Maps
errPHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS
IF3.1
err2026-08-01
err0
PREAI
errAboussaad, Othmane; Miraoui, Adam; Hamzi, Boumediene; Owhadi, Houman
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A Note on Kernel Methods for the Construction of Lyapunov Functions using Koopman Eigenfunctions
errIFAC PAPERSONLINE
IF0
err2025-11-01
err0
PREAI
errLee, Jonghyeon; Hamzi, Boumediene; Owhadi, Houman; Vaidya, Umesh
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Gaussian Processes simplify differential equations
errPhysica D: Nonlinear Phenomena
IF0
err2025-10-27
err0
PREAI
errJonghyeon Lee; Boumediene Hamzi; Yannis Kevrekidis; Houman Owhadi
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Enhancing time series forecasting stability with a connected neural dynamical system approach
errPhysica D: Nonlinear Phenomena
IF0
err2025-10-13
err0
PREAI
errS. Pourmohammad Azizi; Boumediene Hamzi
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Hypertension control in resource-constrained settings: Bridging socioeconomic gaps with predictive insights
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
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Bridging Algorithmic Information Theory and Machine Learning: Clustering, density estimation, Kolmogorov complexity-based kernels, and kernel learning in unsupervised learning
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
errPHYSICA D-NONLINEAR PHENOMENA
IF2.9
err2025-06-01
err0
PREAI
errLee, Jonghyeon; Hamzi, Boumediene; Hou, Boya; Owhadi, Houman; Santin, Gabriele; Vaidya, Umesh
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errSave
Learning dynamical systems from data: A simple cross-validation perspective, part II: Nonparametric kernel flows
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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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
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AI-Driven Thoracic X-ray Diagnostics: Transformative Transfer Learning for Clinical Validation in Pulmonary Radiography
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
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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
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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
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Local modal participation analysis of nonlinear systems using Poincare linearization
errNONLINEAR DYNAMICS
IF6
err2019-11-26
err13
errOAAI
errHamzi, Boumediene; Abed, Eyad H.
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errSave
The Controlled Center Systems
errIEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF7
err2007-11-01
err2
PREAI
errHamzi, Boumediene; Krener, Arthur J.
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Ignored input dynamics and a new characterization of control Lyapunov functions
errAUTOMATICA
IF5.9
err2001-06-01
err19
PREAI
errHamzi, B; Praly, L
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Research Directions

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Co-authors
Cooperation Journals
L
Laurent Praly
H-index: 52 · Papers: 243
J
Jong‐Hyeon Lee
H-index: 40 · Papers: 610
A
Arthur J. Krener
H-index: 38 · Papers: 191
E
Eyad H. Abed
H-index: 33 · Papers: 246
M
Marcus Hütter
H-index: 33 · Papers: 416
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