Boumediene Hamzi

Learning dynamical systems from data: A simple cross-validation perspective, part I: Parametric kernel flows

Boumediene Hamzi, Houman Owhadi · Physica D Nonlinear Phenomena · 2021 · 76 citations · Full text

Parameter Identification, Engineering, Machine Learning +9

Analysis and Control of Hopf Bifurcations

Boumediene Hamzi, Wei Kang, Jean‐Pierre Barbot · SIAM Journal on Control and Optimization · 2004 · 51 citations

Periodic Solutions, Hopf Bifurcation, Nonlinear Control +6

Kernel-Based Approximation of the Koopman Generator and Schrödinger Operator

Stefan Klus, Feliks Nüske, Boumediene Hamzi · Refubium (Universitätsbibliothek der Freien Universität Berlin) · 2020 · 47 citations · Full text

Nonlinear discrete-time control of systems with a Naimark–Sacker bifurcation

Boumediene Hamzi, J.P. Barbot, S. Monaco et al. · Systems & Control Letters · 2001 · 33 citations

Nonlinear Control, Nonlinear Discrete-time Control, Bifurcation Theory +2

Simple, low-cost and accurate data-driven geophysical forecasting with learned kernels

Boumediene Hamzi, Romit Maulik, Houman Owhadi · Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences · 2021 · 28 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +20