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cs.LG2024★ 1 cited
Intrinsic Dimensionality of Fermi-Pasta-Ulam-Tsingou High-Dimensional Trajectories Through Manifold Learning: A Linear Approach
Gionni Marchetti
A data-driven approach based on unsupervised machine learning is proposed to infer the intrinsic dimension of the high-dimensional trajectories of the Fermi-Pasta-Ulam-T…
physics.soc-ph2024★ 1 cited
Generalized Naming Game and Bayesian Naming Game as Dynamical Systems
Gionni Marchetti
We study the -model (-NG) and the Bayesian Naming Game (BNG) as dynamical systems. By applying linear stability analysis to the dynamical system associated with the -model…