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Participants who complete the study will be reimbursed at least £140, plus reasonable travel expenses for visits.

Wed, 14 Jan 2026

11:00 - 13:00
L3

Ergodicity of infinite volume Phi^4_3 model at high temperature

Paweł Duch
(EPFL - Swiss Federal Technology Institute of Lausanne)
Abstract

The dynamical Phi^4_3 model is a stochastic partial differential equation that arises in quantum field theory and statistical physics. Owing to the singular nature of the driving noise and the presence of a nonlinear term, the equation is inherently ill-posed. Nevertheless, it can be given a rigorous meaning, for example, through the framework of regularity structures. On compact domains, standard arguments show that any solution converges to the equilibrium state described by the unique invariant measure. Extending this result to infinite volume is highly nontrivial: even for the lattice version of the model, uniqueness holds only in the high-temperature regime, whereas at low temperatures multiple phases coexist.

We prove that, when the mass is sufficiently large or the coupling constant sufficiently small (that is, in the high-temperature regime), all solutions of the dynamical Phi^4_3 model in infinite volume converge exponentially fast to the unique stationary solution, uniformly over all initial conditions. In particular, this result implies that the invariant measure of the dynamics is unique, exhibits exponential decay of correlations, and is invariant under translations, rotations, and reflections.

Joint work with Martin Hairer, Jaeyun Yi, and Wenhao Zhao.

Veganuary specials:

This week: 20% off all vegan main hot meals

Monday 12 – Friday 16: Launch of new vegan cakes

Monday 19 – Friday 23: Free alternative milks with all hot and iced drinks

Monday 26 – Friday 30: Buy one, get one half price on all vegan cakes and pastries

Cats are mathematically smart. They can count to nine, they are rarely heading for a fall, and when they are, they always land on their feet. But sometimes they just don't know whether they are coming or going.

Rabbit: a small furry mammal. 'Rabbit, rabbit, rabbit: a superstition for day one of the month to bring luck for the rest of it. 'Rabbit and pork: Cockney rhyming slang for talk, as in too much of. Rabbit: a maths puzzle?

You can watch Robin's full 15-minute talk on the Golden Ratio here.

Highlights from the comments on our social media in 2025: Flat Earthers 'descending' on our Space video; raging rows over nothing in particular; and lots of that crazy little thing called love. Familiar? Oh, yes And AI.

One criticism of mathematicians is that they always seem to have an answer for everything. Nothing is beyond their reach. Absolutely right. Take the Christmas menu for example. Joshua Bull is your waiter.

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