[Bornes supérieures gaussiennes, doublement du volume et inégalités de Sobolev sur les graphes]
We investigate the equivalence of Sobolev inequalities and the conjunction of Gaussian upper heat kernel bounds and volume doubling on large scales on graphs. For the normalizing measure, we obtain the equivalence up to constants. If arbitrary measures are considered, we incorporate a new local regularity condition. Furthermore, new correction functions for the Gaussian, doubling, and Sobolev dimension are introduced. For the Gaussian and doubling, the variable correction functions always tend to one at infinity. Moreover, the variable Sobolev dimension can be related to the doubling dimension and the vertex degree growth.
Nous étudions l’équivalence entre les inégalités de Sobolev et la conjonction des bornes supérieures gaussiennes du noyau de chaleur et du doublement de volume à grande échelle sur les graphes. Pour la mesure normalisante, nous obtenons l’équivalence à constante près. Pour des mesures arbitraires, nous incorporons une nouvelle condition de régularité locale. De plus, nous introduisons de nouvelles fonctions de correction pour les dimensions gaussienne, de doublement et de Sobolev. Pour les dimensions gaussienne et de doublement, les fonctions de correction variables tendent toujours vers $1$ à l’infini. Par ailleurs, la dimension de Sobolev variable peut être mise en relation avec la dimension de doublement et la croissance du degré des sommets.
Accepté le :
Publié le :
Keywords: Graph, heat kernel, Sobolev, Gaussian bound, unbounded geometry
Mots-clés : Graphe, noyau de la chaleur, Sobolev, borne gaussienne, géométrie non bornée
Matthias Keller  1 ; Christian Rose  1
CC-BY 4.0
Matthias Keller; Christian Rose. Gaussian upper bounds, volume doubling and Sobolev inequalities on graphs. Journal de l’École polytechnique — Mathématiques, Tome 13 (2026), pp. 965-1005. doi: 10.5802/jep.340
@article{JEP_2026__13__965_0,
author = {Matthias Keller and Christian Rose},
title = {Gaussian upper bounds, volume doubling and {Sobolev} inequalities on graphs},
journal = {Journal de l{\textquoteright}\'Ecole polytechnique {\textemdash} Math\'ematiques},
pages = {965--1005},
year = {2026},
publisher = {\'Ecole polytechnique},
volume = {13},
doi = {10.5802/jep.340},
language = {en},
url = {https://jep.centre-mersenne.org/articles/10.5802/jep.340/}
}
TY - JOUR AU - Matthias Keller AU - Christian Rose TI - Gaussian upper bounds, volume doubling and Sobolev inequalities on graphs JO - Journal de l’École polytechnique — Mathématiques PY - 2026 SP - 965 EP - 1005 VL - 13 PB - École polytechnique UR - https://jep.centre-mersenne.org/articles/10.5802/jep.340/ DO - 10.5802/jep.340 LA - en ID - JEP_2026__13__965_0 ER -
%0 Journal Article %A Matthias Keller %A Christian Rose %T Gaussian upper bounds, volume doubling and Sobolev inequalities on graphs %J Journal de l’École polytechnique — Mathématiques %D 2026 %P 965-1005 %V 13 %I École polytechnique %U https://jep.centre-mersenne.org/articles/10.5802/jep.340/ %R 10.5802/jep.340 %G en %F JEP_2026__13__965_0
[ADS16] - “Heat kernel estimates for random walks with degenerate weights”, Electron. J. Probab. 21 (2016), article ID 33, 21 pages | DOI | Zbl | MR
[Bar04] - “Random walks on supercritical percolation clusters”, Ann. Probab. 32 (2004) no. 4, p. 3024-3084 | DOI | Zbl | MR
[Bar17] - Random walks and heat kernels on graphs, London Math. Soc. Lect. Note Series, vol. 438, Cambridge University Press, Cambridge, 2017 | DOI | Zbl | MR
[BC16] - “Gaussian bounds and parabolic Harnack inequality on locally irregular graphs”, Math. Ann. 366 (2016) no. 3-4, p. 1677-1720 | DOI | Zbl | MR
[BCLSC95] - “Sobolev inequalities in disguise”, Indiana Univ. Math. J. 44 (1995) no. 4, p. 1033-1074 | DOI | Zbl | MR
[BCS15] - “A new approach to pointwise heat kernel upper bounds on doubling metric measure spaces”, Adv. Math. 270 (2015), p. 302-374 | DOI | Zbl | MR
[BHK13] - “On the spectrum of Laplacians on graphs”, Adv. Math. 248 (2013), p. 717-735 | DOI | Zbl | MR
[BHY17] - “Sharp Davies-Gaffney-Grigor’yan lemma on graphs”, Math. Ann. 368 (2017) no. 3-4, p. 1429-1437 | DOI | Zbl | MR
[BKW15] - “Cheeger inequalities for unbounded graph Laplacians”, J. Eur. Math. Soc. (JEMS) 17 (2015) no. 2, p. 259-271 | DOI | Zbl | MR
[BS22] - “Non-uniformly parabolic equations and applications to the random conductance model”, Probab. Theory Relat. Fields 182 (2022) no. 1-2, p. 353-397 | DOI | Zbl | MR
[CKS87] - “Upper bounds for symmetric Markov transition functions”, Ann. Inst. H. Poincaré Probab. Statist. 23 (1987) no. 2, p. 245-287 | Numdam | Zbl | MR
[CKW20] - “Random conductance models with stable-like jumps: heat kernel estimates and Harnack inequalities”, J. Funct. Anal. 279 (2020) no. 7, p. 108656, 51 | DOI | Zbl | MR
[Cou92] - “Inégalités de Gagliardo-Nirenberg pour les semi-groupes d’opérateurs et applications”, Potential Anal. 1 (1992) no. 4, p. 343-353 | DOI | Zbl | MR
[Dav93a] - “Analysis on graphs and noncommutative geometry”, J. Funct. Anal. 111 (1993) no. 2, p. 398-430 | DOI | Zbl | MR
[Dav93b] - “Large deviations for heat kernels on graphs”, J. London Math. Soc. (2) 47 (1993) no. 1, p. 65-72 | DOI | Zbl | MR
[Del97] - “Inégalité de Harnack elliptique sur les graphes”, Colloq. Math. 72 (1997) no. 1, p. 19-37 | DOI | Zbl | MR
[Del99] - “Parabolic Harnack inequality and estimates of Markov chains on graphs”, Rev. Mat. Iberoamericana 15 (1999) no. 1, p. 181-232 | DOI | MR | Zbl
[Fol11] - “Gaussian upper bounds for heat kernels of continuous time simple random walks”, Electron. J. Probab. 16 (2011), p. 1693-1722 | DOI | MR | Zbl
[Fol14a] - “Volume growth and spectrum for general graph Laplacians”, Math. Z. 276 (2014) no. 1-2, p. 115-131 | DOI | MR | Zbl
[Fol14b] - “Volume growth and stochastic completeness of graphs”, Trans. Amer. Math. Soc. 366 (2014) no. 4, p. 2089-2119 | DOI | MR | Zbl
[GHH24] - “Parabolic mean value inequality and on-diagonal upper bound of the heat kernel on doubling spaces”, Math. Ann. 389 (2024) no. 3, p. 2411-2467 | DOI | MR | Zbl
[GHM12] - “On stochastic completeness of jump processes”, Math. Z. 271 (2012) no. 3-4, p. 1211-1239 | DOI | MR | Zbl
[Gri94] - “Heat kernel upper bounds on a complete non-compact manifold”, Rev. Mat. Iberoamericana 10 (1994) no. 2, p. 395-452 | DOI | MR | Zbl
[HKS20] - “On the uniqueness class, stochastic completeness and volume growth for graphs”, Trans. Amer. Math. Soc. 373 (2020) no. 12, p. 8861-8884 | DOI | MR | Zbl
[HKW13] - “Volume growth and bounds for the essential spectrum for Dirichlet forms”, J. London Math. Soc. (2) 88 (2013) no. 3, p. 883-898 | DOI | MR | Zbl
[Kel15] - “Intrinsic metrics on graphs: a survey”, in Mathematical technology of networks, Springer Proc. Math. Stat., vol. 128, Springer, Cham, 2015, p. 81-119 | DOI | Zbl
[KKNR] - “Isoperimetry and heat kernels on path graphs”, In preparation
[KLW21] - Graphs and discrete Dirichlet spaces, Grundlehren Math. Wissen., vol. 358, Springer, Cham, 2021 | DOI | MR | Zbl
[KM19] - “A new discrete Hopf-Rinow theorem”, Discrete Math. 342 (2019) no. 9, p. 2751-2757 | DOI | MR | Zbl
[Kos21] - “Heat kernels of the discrete Laguerre operators”, Lett. Math. Phys. 111 (2021) no. 2, article ID 32, 29 pages | MR | DOI | Zbl
[KR24] - “Anchored heat kernel upper bounds on graphs with unbounded geometry and anti-trees”, Calc. Var. Partial Differential Equations 63 (2024) no. 1, article ID 20, 18 pages | DOI | MR | Zbl
[KR26] - “Gaussian upper bounds for heat kernels on graphs with unbounded geometry”, J. Spectral Theory 16 (2026) no. 2, p. 709-750 | DOI | MR | Zbl
[Pan93] - “Heat kernels of graphs”, J. London Math. Soc. (2) 47 (1993) no. 1, p. 50-64 | DOI | MR | Zbl
[SC92a] - “A note on Poincaré, Sobolev, and Harnack inequalities”, Internat. Math. Res. Notices (1992) no. 2, p. 27-38 | DOI | MR | Zbl
[SC92b] - “Uniformly elliptic operators on Riemannian manifolds”, J. Differential Geom. 36 (1992) no. 2, p. 417-450 | DOI | MR | Zbl
[SC02] - Aspects of Sobolev-type inequalities, London Math.Soc. Lect. Note Series, vol. 289, Cambridge University Press, Cambridge, 2002 | MR | Zbl
[Tru71] - “On the regularity of generalized solutions of linear, non-uniformly elliptic equations”, Arch. Rational Mech. Anal. 42 (1971), p. 50-62 | DOI | MR | Zbl
[Var85] - “Hardy-Littlewood theory for semigroups”, J. Funct. Anal. 63 (1985) no. 2, p. 240-260 | DOI | MR | Zbl
Cité par Sources :