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math.PR2026
When does propagation of chaos in the critical Curie-Weiss model stop?
Nina Gantert, Matthias Löwe, Kilian Schnappinger
We study increasing propagation of chaos for the critical Curie- Weiss model (i.e. the mean-field Ising model at critical inverse temperature 1, with no external field). We give a…
math.PR2026
On associative neural networks for sparse patterns with huge capacities
Matthias Löwe, Franck Vermet
Generalized Hopfield models with higher-order or exponential interaction terms are known to have substantially larger storage capacities than the classical quadratic model. On the…