Thick points of 4D critical branching Brownian motion
Abstract
We study the thick points of branching Brownian motion and branching random walk with a critical branching mechanism, focusing on the critical dimension . We determine the exponent governing the probability to hit a small ball with an exceptionally high number of pioneers, showing that this has a second-order transition between an exponential phase and a stretched exponential phase at an explicit value () of the thickness parameter . We apply the outputs of this analysis to prove that the associated set of thick points T(a) has dimension (4 - a)₊, so that there is a change in behaviour at a = 4 but not at a = 2 in this case. Along the way, we obtain related results for the non-positive solutions of a boundary value problem associated to the semi-linear partial differential equation (PDE) Δv = v² and develop a strong coupling between tree-indexed random walk and tree-indexed Brownian motion that allows us to deduce analogues of some of our results in the discrete case. We also obtain in each dimension d ⩾ 1 an infinite-order asymptotic expansion for the probability that critical branching Brownian motion hits a distant unit ball, finding that this expansion is convergent when d ≠ 4 and divergent when d = 4. This reveals a novel, dimension-dependent critical exponent governing the higher order terms of the expansion, which we compute in every dimension.
Copyright and License
© 2025 The Author(s). The publishing rights in this article are licensed to the London Mathematical Society under an exclusive licence.
Acknowledgement
The authors thank Amine Asselah, Diederik van Engelenburg, Robin Khanfir, Bruno Schapira and Yilin Wang for stimulating discussions related to this work. This paper was initiated during a Spring 2022 programme at the Mathematical Sciences Research Institute in Berkeley, California, that was supported by NSF grant DMS-1928930; N.B. and A.J. attended the full programme and began work on the project, while T.H. attended one of the associated workshops. The hospitality and stimulating atmosphere of the institute is gratefully acknowledged. Part of the work also took place during visits by A.J. and N.B. to Caltech and by A.J. to the University of Vienna; we also acknowledge the hospitality of both institutions.
Funding
N.B. is supported by FWF Grant 10.55776/P33083 on ‘Scaling limits in random conformal geometry’, T.H. is supported by NSF grant DMS-2246494 and A.J. was supported by Eccellenza grant 194648 of the Swiss National Science Foundation and was a member of NCCR SwissMAP.
Additional details
Related works
- Is new version of
- Discussion Paper: arXiv:2312.00711 (arXiv)
Funding
- National Science Foundation
- DMS-1928930
- FWF Austrian Science Fund
- 10.55776/P33083
- National Science Foundation
- DMS‐2246494
- Swiss National Science Foundation
- Eccellenza 194648
Dates
- Accepted
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2025-08-21
- Available
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2025-09-11Version of record online
- Available
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2025-09-11Issue online