September 2023 The phase transition for planar Gaussian percolation models without FKG
Stephen Muirhead, Alejandro Rivera, Hugo Vanneuville, Laurin Köhler-Schindler
Author Affiliations +
Ann. Probab. 51(5): 1785-1829 (September 2023). DOI: 10.1214/23-AOP1633

Abstract

We develop techniques to study the phase transition for planar Gaussian percolation models that are not (necessarily) positively correlated. These models lack the property of positive associations (also known as the ‘FKG inequality’), and hence many classical arguments in percolation theory do not apply. More precisely, we consider a smooth stationary centred planar Gaussian field f and, given a level R, we study the connectivity properties of the excursion set {f}. We prove the existence of a phase transition at the critical level crit=0 under only symmetry and (very mild) correlation decay assumptions, which are satisfied by the random plane wave for instance. As a consequence, all nonzero level lines are bounded almost surely, although our result does not settle the boundedness of zero level lines (‘no percolation at criticality’).

To show our main result: (i) we prove a general sharp threshold criterion, inspired by works of Chatterjee, that states that ‘sharp thresholds are equivalent to the delocalisation of the threshold location’; (ii) we prove threshold delocalisation for crossing events at large scales—at this step we obtain a sharp threshold result but without being able to locate the threshold—and (iii) to identify the threshold, we adapt Tassion’s RSW theory replacing the FKG inequality by a sprinkling procedure. Although some arguments are specific to the Gaussian setting, many steps are very general and we hope that our techniques may be adapted to analyse other models without FKG.

Funding Statement

SM was partially supported by the Australian Research Council (ARC) Discovery Early Career Researcher Award DE200101467.
HV and LKS were supported by the SNF Grant No 175505. LKS received funding from the European Research Council (ERC) under the European Union’s Horizon 2020 research and innovation program (grant agreement No 851565).

Acknowledgments

We are grateful to Laurin Köhler-Schindler for sharing his work on RSW theory with us, and for kindly agreeing to write Appendix C. We also thank Vincent Tassion for general discussions about quantitative RSW theory, Damien Gayet for help with Morse theory, Michael McAuley and Jeff Steif for help with references, Matthis Lehmkühler for help with ergodic theory, Gábor Pete for interesting discussions about superconcentration theory and Thomas Letendre for providing the proof of Lemma B.2 to us. Finally, we wish to thank an anonymous referee for helpful comments.

Citation

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Stephen Muirhead. Alejandro Rivera. Hugo Vanneuville. Laurin Köhler-Schindler. "The phase transition for planar Gaussian percolation models without FKG." Ann. Probab. 51 (5) 1785 - 1829, September 2023. https://doi.org/10.1214/23-AOP1633

Information

Received: 1 April 2021; Revised: 1 November 2022; Published: September 2023
First available in Project Euclid: 14 September 2023

MathSciNet: MR4642224
Digital Object Identifier: 10.1214/23-AOP1633

Subjects:
Primary: 60G60 , 60K35

Keywords: Gaussian fields , percolation , phase transition

Rights: Copyright © 2023 Institute of Mathematical Statistics

Vol.51 • No. 5 • September 2023
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