Author

Giulio Biroli

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Preprint Aug 2026

Nucleation beyond Equilibrium: Fronts Control Invasion in Bistable Ecosystems

Applied to the two-species Lotka-Volterra model, an archetypal system of bistable ecological antagonism, the theory shows that strong interspecific competition generates a pronounced depletion region within fronts, where the total abundance falls well below carrying capacity.

Victor Lequin, Giulio Biroli, Camille Scalliet · 0 citations

Preprint Aug 2026

Overcoming critical slowing down in frustrated spin systems by learned multiscale sampling

Cluster algorithms, such as the Swendsen--Wang and Wolff methods, are among the most successful MCMC methods for mitigating critical slowing down in statistical systems. These constructive cluster algorithms, however, fail in the presence of even extremely weak frustration. Here, we sidestep this fundamental limitation...

G. Bandini, Giulio Biroli, Patrick Charbonneau et al. · 1 citation