Author

Timoteo Carletti

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Preprint Sep 2026

Global synchronization of topological signals with time-delayed interactions

Topological signals are dynamical variables supported on higher-order structures such as simplicial or cell complexes. In this work, we investigate the impact of time-delayed interactions on the emergence of global synchronization of topological oscillators, with application to the Stuart-Landau system. We first examin...

Wilfried Segnou, Thierry Njougouo, Diego Garlaschelli et al. · 0 citations

#machine learning Preprint Sep 2026

Multi-Agent Learning with Cooperation-Driven Optimization Dynamics

The results support the claim that several small agents can outperform a single large model on a given classification task; the shared signals affect each agent's optimization algorithm by modulating both the descent direction and the step size, converging toward a global consensus.

Jarod Ketcha Kouakep, Sreyvi Uann, Timoteo Carletti · 0 citations

Open access Jul 2026

Diffusion-induced instabilities promote cooperation in eco-evolutionary networks.

Understanding how cooperation persists despite the advantage of selfish behavior remains a central challenge in evolutionary dynamics. Classical models of public goods dilemmas predict dominance of defectors, yet natural and social systems often sustain cooperation. We study an eco-evolutionary public goods game on com...

Sourav Roy, M. S. Anwar, Timoteo Carletti et al. · Proceedings of the National... · 0 citations