85 citations · 302 across the 30 of their papers we have counts for
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A Note on Local Mode-in-State Participation Factors for Nonlinear Systems
Boumediene Hamzi, Eyad Abed
The paper studies an extension to nonlinear systems of a recently proposed approach to the concept of modal participation factors. First, a definition is given for local mode-in-st…
Greedy Kernel Methods for Center Manifold Approximation
Bernard Haasdonk, Boumediene Hamzi, Gabriele Santin +1
For certain dynamical systems it is possible to significantly simplify the study of stability by means of the center manifold theory. This theory allows to isolate the complicated…
A Note on Kernel Methods for Multiscale Systems with Critical Transitions
Boumediene Hamzi, Christian Kuehn, Sameh Mohamed
We study the maximum mean discrepancy (MMD) in the context of critical transitions modelled by fast-slow stochastic dynamical systems. We establish a new link between the dynamical…