Barriers of the McKean--Vlasov energy via a mountain pass theorem in the space of probability measures

Abstract

We show that the empirical process associated with a system of weakly interacting diffusion processes exhibits a form of noise-induced metastability. The result is based on an analysis of the associated McKean--Vlasov free energy, which, for suitable attractive interaction potentials, has at least two distinct global minimisers at the critical parameter value $\beta ={\beta }_c$. On the torus, one of these states is the spatially homogeneous constant state, and the other is a clustered state. We show that a third critical point exists at this value. As a result, we obtain that the probability of transition of the empirical process from the constant state scales like $\exp (-N\Delta )$, with $\Delta$ the energy gap at $\beta ={\beta }_c$. The proof is based on a version of the mountain pass theorem for lower semicontinuous and $\lambda$-geodesically convex functionals on the space of probability measures ${\mathcal{P}}_2(M)$ equipped with the $2$-Wasserstein metric, where $M$ is a complete, connected, and smooth Riemannian manifold.

arXiv comment33 pages. Accepted version with minor corrections (canceling factors of two in the LDP parts)

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Cited by in corpus (2)

• The Scharfetter--Gummel scheme for aggregation-diffusion equations
• Phase transitions, logarithmic Sobolev inequalities, and uniform-in-time propagation of chaos for weakly interacting diffusions