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SIGMA 22 (2026), 106, 32 pages arXiv:2510.00843
https://doi.org/10.3842/SIGMA.2026.106
Partition Functions of Two-Dimensional Coulomb Gases with Circular Root- and Jump-Type Singularities
Kohei Noda
Institut de Recherche en Mathématique et Physique, Université Catholique de Louvain, Louvain-la-Neuve, 1348, Belgium
Received January 15, 2026, in final form October 10, 2026; Published online October 30, 2026
Abstract
In this paper, we study the random polynomial $p_n(\rho):=\prod_{j=1}^n (|z_j|-\rho)$, where the points $\{z_j\}_{j=1}^n$ are the eigenvalues of random normal matrices with a radially symmetric potential. We establish precise large $n$ asymptotic expansions for the moment generating function $\mathbb{E}\bigl[{\rm e}^{(u \operatorname{Im}\log p_n(\rho))/\pi} {\rm e}^{a\operatorname{Re}\log p_n(\rho)}\bigr]$, $u\in\mathbb{R}$, $a>-1$, where $\rho>0$ lies in the bulk of the spectral droplet. The asymptotic expansion is expressed in terms of parabolic cylinder functions, which confirms a conjecture of Byun and Charlier. This also provides the first free energy expansion of two-dimensional Coulomb gases with general circular root- and jump-type singularities. While the $a=0$ case has already been widely studied in the literature due to its relation to counting statistics, we also obtain new results for this special case.
Key words: random normal matrices; counting statistics; partition functions; asymptotics.
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References
- Akemann G., Byun S.-S., Ebke M., Universality of the number variance in rotational invariant two-dimensional Coulomb gases, J. Stat. Phys. 190 (2023), 9, 34 pages, arXiv:2206.08815.
- Akemann G., Byun S.-S., Ebke M., Schehr G., Universality in the number variance and counting statistics of the real and symplectic Ginibre ensemble, J. Phys. A 56 (2023), 495202, 53 pages, arXiv:2308.05519.
- Akemann G., Duits M., Molag L.D., Fluctuations in various regimes of non-Hermiticity and a holographic principle, arXiv:2412.15854.
- Allard M., Forrester P.J., Lahiry S., Shen B.J., Partition function of 2D Coulomb gases with radially symmetric potentials and a hard wall, arXiv:2506.14738.
- Allard M., Lahiry S., Birth of a gap: Critical phenomena in 2D Coulomb gas, arXiv:2509.24529.
- Ameur Y., Charlier C., Cronvall J., The two-dimensional Coulomb gas: fluctuations through a spectral gap, Arch. Ration. Mech. Anal. 249 (2025), 63, 62 pages, arXiv:2210.13959.
- Ameur Y., Charlier C., Cronvall J., Free energy and fluctuations in the random normal matrix model with spectral gaps, Constr. Approx. 63 (2026), 279-335, arXiv:2312.13904.
- Ameur Y., Charlier C., Cronvall J., Lenells J., Exponential moments for disk counting statistics at the hard edge of random normal matrices, J. Spectr. Theory 13 (2023), 841-902, arXiv:2207.11092.
- Ameur Y., Charlier C., Cronvall J., Lenells J., Disk counting statistics near hard edges of random normal matrices: the multi-component regime, Adv. Math. 441 (2024), 109549, 55 pages, arXiv:2210.13962.
- Ameur Y., Charlier C., Moreillon P., Eigenvalues of truncated unitary matrices: disk counting statistics, Monatsh. Math. 204 (2024), 197-216, arXiv:2305.08976.
- Ameur Y., Cronvall J., On fluctuations of Coulomb systems and universality of the Heine distribution, J. Funct. Anal. 290 (2026), 111301, 46 pages, arXiv:2411.10288.
- Ameur Y., Hedenmalm H., Makarov N., Random normal matrices and Ward identities, Ann. Probab. 43 (2015), 1157-1201, arXiv:1109.5941.
- Balogh F., Bertola M., Lee S.-Y., McLaughlin K.D.T.-R., Strong asymptotics of the orthogonal polynomials with respect to a measure supported on the plane, Comm. Pure Appl. Math. 68 (2015), 112-172, arXiv:1209.6366.
- Basor E., Ehrhardt T., Asymptotic formulas for determinants of a special class of Toeplitz + Hankel matrices, in Large Truncated Toeplitz Matrices, Toeplitz Operators, and Related Topics, Oper. Theory Adv. Appl., Vol. 259, Birkhäuser, Cham, 2017, 125-154, arXiv:1603.00506.
- Berestycki N., Webb C., Wong M.D., Random Hermitian matrices and Gaussian multiplicative chaos, Probab. Theory Related Fields 172 (2018), 103-189, arXiv:1701.03289.
- Berezin S., Functional central limit theorems for constrained Mittag-Leffler ensemble in hard edge scaling, Electron. J. Probab. 30 (2025), 138, 27 pages, arXiv:2308.12658.
- Berezin S., Kuijlaars A.B.J., Parra I., Planar orthogonal polynomials as type I multiple orthogonal polynomials, SIGMA 19 (2023), 020, 18 pages, arXiv:2212.06526.
- Bertola M., Elias Rebelo J.G., Grava T., Painlevé IV critical asymptotics for orthogonal polynomials in the complex plane, SIGMA 14 (2018), 091, 34 pages, arXiv:1802.01153.
- Blackstone E., Charlier C., Lenells J., Toeplitz determinants with a one-cut regular potential and Fisher-Hartwig singularities I. Equilibrium measure supported on the unit circle, Proc. Roy. Soc. Edinburgh Sect. A 154 (2024), 1431-1472, arXiv:2212.06763.
- Burgoin L., Free energy of the Coulomb gas in the determinantal case on Riemann surfaces, arXiv:2508.20598.
- Byun S.-S., Planar equilibrium measure problem in the quadratic fields with a point charge, Comput. Methods Funct. Theory 24 (2024), 303-332, arXiv:2301.00324.
- Byun S.-S., Anomalous free energy expansions of planar Coulomb gases: multi-component and conformal singularity, arXiv:2508.00316.
- Byun S.-S., Charlier C., On the characteristic polynomial of the eigenvalue moduli of random normal matrices, Constr. Approx. 62 (2025), 471-521, arXiv:2205.04298.
- Byun S.-S., Forrester P.J., Progress on the study of the Ginibre ensembles, KIAS Springer Ser. Math., Vol. 3, Springer, Singapore, 2025.
- Byun S.-S., Forrester P.J., Kuijlaars A.B.J., Lahiry S., Orthogonal polynomials in the spherical ensemble with two insertions, SIAM J. Math. Anal. 58 (2026), 3472-3509, arXiv:2503.15732.
- Byun S.-S., Forrester P.J., Lahiry S., Properties of the one-component Coulomb gas on a sphere with two macroscopic external charges, arXiv:2501.05061.
- Byun S.-S., Kang N.-G., Seo S.-M., Partition functions of determinantal and Pfaffian Coulomb gases with radially symmetric potentials, Comm. Math. Phys. 401 (2023), 1627-1663, arXiv:2210.02799.
- Byun S.-S., Kang N.-G., Seo S.-M., Yang M., Free energy of spherical Coulomb gases with point charges, J. Lond. Math. Soc. 112 (2025), e70294, 36 pages, arXiv:2501.07284.
- Byun S.-S., Lee S.-Y., Yang M., Lemniscate ensembles with spectral singularity, arXiv:2107.07221.
- Byun S.-S., Park S., Large gap probabilities of complex and symplectic spherical ensembles with point charges, J. Funct. Anal. 290 (2026), 111260, 63 pages, arXiv:2405.00386.
- Byun S.-S., Seo S.-M., Yang M., Free energy expansions of a conditional GinUE and large deviations of the smallest eigenvalue of the LUE, Comm. Pure Appl. Math. 78 (2025), 2247-2304, arXiv:2402.18983.
- Byun S.-S., Yang M., Determinantal Coulomb gas ensembles with a class of discrete rotational symmetric potentials, SIAM J. Math. Anal. 55 (2023), 6867-6897, arXiv:2210.04019.
- Can T., Laskin M., Wiegmann P.B., Geometry of quantum Hall states: gravitational anomaly and transport coefficients, Ann. Physics 362 (2015), 752-794, arXiv:1411.3105.
- Charlier C., Asymptotics of Hankel determinants with a one-cut regular potential and Fisher-Hartwig singularities, Int. Math. Res. Not. 2019 (2019), 7515-7576, arXiv:1706.03579.
- Charlier C., Asymptotics of determinants with a rotation-invariant weight and discontinuities along circles, Adv. Math. 408 (2022), 108600, 36 pages, arXiv:2109.03660.
- Charlier C., Hole probabilities and balayage of measures for planar Coulomb gases, arXiv:2311.15285.
- Charlier C., Large gap asymptotics on annuli in the random normal matrix model, Math. Ann. 388 (2024), 3529-3587, arXiv:2110.06908.
- Charlier C., Fahs B., Webb C., Wong M.D., Asymptotics of Hankel determinants with a multi-cut regular potential and Fisher-Hartwig singularities, Mem. Amer. Math. Soc. 310 (2025), v+138 pages, arXiv:2111.08395.
- Charlier C., Lenells J., Exponential moments for disk counting statistics of random normal matrices in the critical regime, Nonlinearity 36 (2023), 1593-1616, arXiv:2205.00721.
- Charlier C., Moreillon P., On the generating function of the Pearcey process, Ann. Appl. Probab. 33 (2023), 3240-3277, arXiv:2107.01859.
- Claeys T., Glesner G., Minakov A., Yang M., Asymptotics for averages over classical orthogonal ensembles, Int. Math. Res. Not. 2022 (2022), 7922-7966, arXiv:2008.07785.
- Claeys T., Krasovsky I., Toeplitz determinants with merging singularities, Duke Math. J. 164 (2015), 2897-2987, arXiv:1403.3639.
- Dai D., Xu S.-X., Zhang L., On the deformed Pearcey determinant, Adv. Math. 400 (2022), 108291, 64 pages, arXiv:2007.12691.
- Dai D., Xu S.-X., Zhang L., Gap probability for the hard edge Pearcey process, Ann. Henri Poincaré 24 (2023), 2067-2136, arXiv:2204.04625.
- Deaño A., McLaughlin K., Molag L., Simm N., Asymptotics for a class of planar orthogonal polynomials and truncated unitary matrices, arXiv:2505.12633.
- Deift P., Its A., Krasovsky I., Asymptotics of Toeplitz, Hankel, and Toeplitz+Hankel determinants with Fisher-Hartwig singularities, Ann. of Math. 174 (2011), 1243-1299, arXiv:0905.0443.
- Deift P., Its A., Krasovsky I., Toeplitz matrices and Toeplitz determinants under the impetus of the Ising model: some history and some recent results, Comm. Pure Appl. Math. 66 (2013), 1360-1438, arXiv:1207.4990.
- Deift P., Its A., Krasovsky I., On the asymptotics of a Toeplitz determinant with singularities, in Random Matrix Theory, Interacting Particle Systems, and Integrable Systems, Math. Sci. Res. Inst. Publ., Vol. 65, Cambridge University Press, New York, 2014, 93-146, arXiv:1206.1292.
- Fahs B., Uniform asymptotics of Toeplitz determinants with Fisher-Hartwig singularities, Comm. Math. Phys. 383 (2021), 685-730, arXiv:1909.07362.
- Fenzl M., Lambert G., Precise deviations for disk counting statistics of invariant determinantal processes, Int. Math. Res. Not. 2022 (2022), 7420-7494, arXiv:2003.07776.
- Fisher M.E., Hartwig R.E., Toeplitz determinants: Some applications, theorems, and conjectures, Adv. Chem. Phys. 15 (1969), 333-353.
- Forrester P.J., Log-gases and random matrices, London Math. Soc. Monogr. Ser., Vol. 34, Princeton University Press, Princeton, NJ, 2010.
- Ginibre J., Statistical ensembles of complex, quaternion, and real matrices, J. Math. Phys. 6 (1965), 440-449.
- Its A., Krasovsky I., Hankel determinant and orthogonal polynomials for the Gaussian weight with a jump, in Integrable Systems and Random Matrices, Contemp. Math., Vol. 458, American Mathematical Society, Providence, RI, 2008, 215-247, arXiv:0706.3192.
- Kalvin V., Polyakov-Alvarez type comparison formulas for determinants of Laplacians on Riemann surfaces with conical singularities, J. Funct. Anal. 280 (2021), 108866, 44 pages, arXiv:1910.00104.
- Klevtsov S., Lowest Landau level on a cone and zeta determinants, J. Phys. A 50 (2017), 234003, 16 pages, arXiv:1609.08587.
- Krasovsky I.V., Correlations of the characteristic polynomials in the Gaussian unitary ensemble or a singular Hankel determinant, Duke Math. J. 139 (2007), 581-619, arXiv:math-ph/0411016.
- Lacroix-A-Chez-Toine B., Garzón J.A.M., Calva C.S.H., Castillo I.P., Kundu A., Majumdar S.N., Schehr G., Intermediate deviation regime for the full eigenvalue statistics in the complex Ginibre ensemble, Phys. Rev. E 100 (2019), 012137, 10 pages.
- Lacroix-A-Chez-Toine B., Majumdar S.N., Schehr G., Rotating trapped fermions in two dimensions and the complex Ginibre ensemble: Exact results for the entanglement entropy and number variance, Phys. Rev. A 99 (2019), 021602, 6 pages.
- Leblé T., Serfaty S., Large deviation principle for empirical fields of log and Riesz gases, Invent. Math. 210 (2017), 645-757, arXiv:1502.02970.
- Lee S.-Y., Riser R., Fine asymptotic behavior for eigenvalues of random normal matrices: ellipse case, J. Math. Phys. 57 (2016), 023302, 29 pages, arXiv:1501.02781.
- Lee S.-Y., Yang M., Discontinuity in the asymptotic behavior of planar orthogonal polynomials under a perturbation of the Gaussian weight, Comm. Math. Phys. 355 (2017), 303-338, arXiv:1607.02821.
- Lee S.-Y., Yang M., Planar orthogonal polynomials as Type II multiple orthogonal polynomials, J. Phys. A 52 (2019), 275202, 14 pages, arXiv:1801.01084.
- Lee S.-Y., Yang M., Strong asymptotics of planar orthogonal polynomials: Gaussian weight perturbed by finite number of point charges, Comm. Pure Appl. Math. 76 (2023), 2888-2956, arXiv:2003.04401.
- Liu J., Yao L., Zhang L., Large gap asymptotics of the hard edge tacnode process, J. Lond. Math. Soc. 112 (2025), e70314, 82 pages, arXiv:2412.12920.
- Marzo J., Molag L., Ortega-Cerdà J., Universality for fluctuations of counting statistics of random normal matrices, J. Lond. Math. Soc. 113 (2026), e70462, 35 pages, arXiv:2508.04386.
- Mehta M.L., Random matrices, 3rd ed., Pure Appl. Math., Vol. 142, Elsevier, Amsterdam, 2004.
- Olver F.W.J., Lozier D.W., Boisvert R.F., Clark C.W. (Editors), NIST handbook of mathematical functions, Cambridge University Press, Cambridge, 2010.
- Saff E.B., Totik V., Logarithmic potentials with external fields, Grundlehren Math. Wiss., Vol. 316, Springer, Berlin, 1997.
- Seo S.-M., Edge behavior of two-dimensional Coulomb gases near a hard wall, Ann. Henri Poincaré 23 (2022), 2247-2275, arXiv:2010.08818.
- Smith N.R., Le Doussal P., Majumdar S.N., Schehr G., Counting statistics for noninteracting fermions in a $d$-dimensional potential, Phys. Rev. E 103 (2021), L030105, 8 pages, arXiv:2008.01045.
- Smith N.R., Le Doussal P., Majumdar S.N., Schehr G., Counting statistics for noninteracting fermions in a rotating trap, Phys. Rev. A 105 (2022), 043315, 19 pages, arXiv:2112.13355.
- Temme N.M., Special functions: An introduction to the classical functions of mathematical physics, Wiley-Intersci. Publ., John Wiley & Sons, Inc., New York, 1996.
- Webb C., Wong M.D., On the moments of the characteristic polynomial of a Ginibre random matrix, Proc. Lond. Math. Soc. 118 (2019), 1017-1056, arXiv:1704.04102.
- Wünsche A., Generalized Hermite polynomials associated with functions of parabolic cylinder, Appl. Math. Comput. 141 (2003), 197-213, arXiv:1603.07657.
- Xia J., Hao Y.-F., Xu S.-X., Zhang L., Zhao Y.-Q., Asymptotics of the deformed higher order Airy-kernel determinants and applications, Nonlinearity 36 (2023), 4384-4424, arXiv:2306.14835.
- Xu S.-X., Zhao S.-Q., Zhao Y.-Q., On the Fredholm determinant of the confluent hypergeometric kernel with discontinuities, Phys. D 461 (2024), 134101, 23 pages, arXiv:2402.11214.
- Yao L., Zhang L., On the gap probability of the tacnode process, Adv. Math. 438 (2024), 109474, 85 pages, arXiv:2307.05622.
- Zabrodin A., Wiegmann P., Large-$N$ expansion for the 2D Dyson gas, J. Phys. A 39 (2006), 8933-8963, arXiv:hep-th/0601009.
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