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On the Moments of the \((2+1)\)-Dimensional Directed Polymer and Stochastic Heat Equation in the Critical Window

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Abstract

The partition function of the directed polymer model on \({\mathbb {Z}}^{2+1}\) undergoes a phase transition in a suitable continuum and weak disorder limit. In this paper, we focus on a window around the critical point. Exploiting local renewal theorems, we compute the limiting third moment of the space-averaged partition function, showing that it is uniformly bounded. This implies that the rescaled partition functions, viewed as a generalized random field on \({\mathbb {R}}^{2}\), have non-trivial subsequential limits, and each such limit has the same explicit covariance structure. We obtain analogous results for the stochastic heat equation on \({\mathbb {R}}^2\), extending previous work by Bertini and Cancrini (J Phys A Math Gen 31:615, 1998).

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Notes

  1. Note that coordinates \((n^\alpha _i,x^\alpha _i)\) with the same label \(\alpha \in \{a,b,c\}\) are distinct, by \(n^\alpha _i < n^\alpha _{i+1}\), see (1.39), hence more than triple matchings cannot occur.

  2. \(S^{(N)}\) should not be confused with the random walk S in the definition of the directed polymer model.

  3. For simplicity, in relations (5.40) we have omitted the “periodicity correction” \(2 \, \mathbb {1}_{\{(n,x) \in {\mathbb {Z}}^3_{\mathrm {even}}\}}\), see (1.8) and (2.22), because this disappears upon summation.

  4. The precise constant \(4 \pi \) in (8.2) is the one relevant for us, but any other positive constant would do.

References

  1. Alberts, T., Clark, J., Kocić, S.: The intermediate disorder regime for a directed polymer model on a hierarchical lattice. Stoch. Process. Appl. 127, 3291–3330 (2017)

    Article  MathSciNet  Google Scholar 

  2. Alberts, T., Khanin, K., Quastel, J.: Intermediate disorder for \(1+1\) dimensional directed polymers. Ann. Probab. 42, 1212–1256 (2014)

    Article  MathSciNet  Google Scholar 

  3. Alexander, K., Berger, Q.: Local limit theorem and renewal theory with no moments. Electron. J. Probab. 21(66), 1–18 (2016)

    MathSciNet  Google Scholar 

  4. Bertini, L., Cancrini, N.: The two-dimensional stochastic heat equation: renormalizing a multiplicative noise. J. Phys. A Math. Gen. 31, 615 (1998)

    Article  ADS  MathSciNet  Google Scholar 

  5. Brunet, E., Derrida, B.: Probability distribution of the free energy of a directed polymer in a random medium. Phys. Rev. E 61(6), 6789–6801 (2000)

    Article  ADS  MathSciNet  Google Scholar 

  6. Calabrese, P., Le Doussal, P., Rosso, A.: Free-energy distribution of the directed polymer at high temperature. EPL (Europhys. Lett.) 90(2), 20002 (2010)

    Article  ADS  Google Scholar 

  7. Caravenna, F., Sun, R., Zygouras, N.: Scaling limits of disordered systems and disorder relevance. In: Proceedings of XVIII International Congress on Mathematical Physics (to appear) arXiv:1602.05825

  8. Caravenna, F., Sun, R., Zygouras, N.: Polynomial chaos and scaling limits of disordered systems. J. Eur. Math. Soc. 19, 1–65 (2017)

    Article  MathSciNet  Google Scholar 

  9. Caravenna, F., Sun, R., Zygouras, N.: Universality in marginally relevant disordered systems. Ann. Appl. Probab. 27, 3050–3112 (2017)

    Article  MathSciNet  Google Scholar 

  10. Caravenna, F., Sun, R., Zygouras, N.: The Dickman subordinator, renewal theorems, and disordered systems. arXiv:1805.01465v2 [math.PR] (2018) (preprint)

  11. Comets, F.: Directed Polymers in Random Environments. Lecture Notes in Mathematics, 2175. Springer, Cham (2017)

    Google Scholar 

  12. Comets, F., Yoshida, N.: Directed polymers in random environment are diffusive at weak disorder. Ann. Probab. 34, 1746–1770 (2006)

    Article  MathSciNet  Google Scholar 

  13. Clark, J.T.: High-temperature scaling limit for directed polymers on a hierarchical lattice with bond disorder. J. Stat. Phys. 174, 1372–1403 (2019)

    Article  ADS  MathSciNet  Google Scholar 

  14. Dimock, J., Rajeev, S.: Multi-particle Schrödinger operators with point interactions in the plane. J. Phys. A Math. Gen. 37(39), 9157 (2004)

    Article  ADS  Google Scholar 

  15. Giacomin, G.: Disorder and critical phenomena through basic probability models. École d’Été de Probabilités de Saint-Flour XL—2010. Lecture Notes in Mathematics 2025. Springer

  16. Gradshtein, I.S., Ryzhik, I.M.: Table of Integrals, Series, and Products, 7th edn. Academic Press, Cambridge (2007)

    Google Scholar 

  17. Gu, Y., Ryzhik, L., Zeitouni, O.: The Edwards-Wilkinson limit of the random heat equation in dimensions three and higher. Commun. Math. Phys. 363, 351–388 (2018)

    Article  ADS  MathSciNet  Google Scholar 

  18. Gubinelli, M., Imkeller, P., Perkowski, N.: Paracontrolled distributions and singular PDEs. Forum of Mathematics, Pi 3(6) (2015)

  19. Gu, Y., Quastel, J., Tsai, L.-C.: Moments of the 2D SHE at criticality. arXiv:1905.11310 [math.PR] (2019) (preprint)

  20. Hairer, M.: Solving the KPZ equation. Ann. Math. 178, 559–664 (2013)

    Article  MathSciNet  Google Scholar 

  21. Hairer, M.: A theory of regularity structures. Invent. Math. 198, 269–504 (2014)

    Article  ADS  MathSciNet  Google Scholar 

  22. Kallenberg, O.: Foundations of Modern Probability. Springer, Berlin (1997)

    MATH  Google Scholar 

  23. Kupiainen, A.: Renormalization Group and Stochastic PDE’s. Ann. Henri Poincaré 17, 497–535 (2016)

    Article  ADS  MathSciNet  Google Scholar 

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Acknowledgements

F.C. is supported by the PRIN Grant 20155PAWZB “Large Scale Random Structures”. R.S. is supported by NUS Grant R-146-000-253-114. N.Z. is supported by EPRSC through Grant EP/R024456/1.

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Correspondence to Rongfeng Sun.

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Communicated by M. Hairer

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Caravenna, F., Sun, R. & Zygouras, N. On the Moments of the \((2+1)\)-Dimensional Directed Polymer and Stochastic Heat Equation in the Critical Window. Commun. Math. Phys. 372, 385–440 (2019). https://doi.org/10.1007/s00220-019-03527-z

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