Pub Date : 2026-01-17DOI: 10.1007/s10955-025-03567-x
Weberson S. Arcanjo, Alan S. Pereira, Diogo C. dos Santos, Roger W. C. Silva, Marco Ticse
We consider constrained-degree percolation on the hypercubic lattice. This is a continuous-time model defined by a sequence ((U_e)_{e}) of i.i.d. uniform random variables and a positive integer k, referred to as the constraint. The model evolves as follows: each edge e attempts to open at a random time (U_e), independently of all other edges. It succeeds if, at time (U_e), both of its end-vertices have degrees strictly smaller than k. It is known [21] that this model undergoes a phase transition when (dge 3) for most nontrivial values of k. In this work, we prove that, for any fixed constraint, the number of infinite clusters at any time (tin [0,1)) is almost surely either 0 or 1. We also show that the law of the process is differentiable with respect to time for local events, extending a result of [30]. As a consequence of these two results, we prove that the percolation function is continuous in the supercritical regime (tin (t_c,1)), where (t_c) denotes the percolation critical threshold. Finally, we show that the two-point connectivity function is bounded away from zero in the supercritical regime.
{"title":"Constrained-Degree Percolation on the Hypercubic Lattice: Uniqueness and Some of its Consequences","authors":"Weberson S. Arcanjo, Alan S. Pereira, Diogo C. dos Santos, Roger W. C. Silva, Marco Ticse","doi":"10.1007/s10955-025-03567-x","DOIUrl":"10.1007/s10955-025-03567-x","url":null,"abstract":"<div><p>We consider constrained-degree percolation on the hypercubic lattice. This is a continuous-time model defined by a sequence <span>((U_e)_{e})</span> of i.i.d. uniform random variables and a positive integer <i>k</i>, referred to as the constraint. The model evolves as follows: each edge <i>e</i> attempts to open at a random time <span>(U_e)</span>, independently of all other edges. It succeeds if, at time <span>(U_e)</span>, both of its end-vertices have degrees strictly smaller than <i>k</i>. It is known [21] that this model undergoes a phase transition when <span>(dge 3)</span> for most nontrivial values of <i>k</i>. In this work, we prove that, for any fixed constraint, the number of infinite clusters at any time <span>(tin [0,1))</span> is almost surely either 0 or 1. We also show that the law of the process is differentiable with respect to time for local events, extending a result of [30]. As a consequence of these two results, we prove that the percolation function is continuous in the supercritical regime <span>(tin (t_c,1))</span>, where <span>(t_c)</span> denotes the percolation critical threshold. Finally, we show that the two-point connectivity function is bounded away from zero in the supercritical regime.</p></div>","PeriodicalId":667,"journal":{"name":"Journal of Statistical Physics","volume":"193 2","pages":""},"PeriodicalIF":1.2,"publicationDate":"2026-01-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s10955-025-03567-x.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145983195","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-14DOI: 10.1007/s10955-025-03563-1
Yue Luo
We investigate the impact of weak collisions on Landau damping in the Vlasov-Poisson-Fokker-Planck system on a torus, specifically focusing on its proximity to a Maxwellian distribution. In the case where the Gevrey index satisfies (frac{1}{s}le 3), we establish the global stability and enhanced dissipation of small initial data, which remain unaffected by the small diffusion coefficient (nu ). For Gevrey index (frac{1}{s}>3), we prove the global stability and enhanced dissipation of initial data, whose size is on the order of (O(nu ^frac{1-3s}{3-3s})). Our analysis provides insights into the effects of enhanced dissipation and plasma echoes.
{"title":"Weak collision effect on Landau damping for the Vlasov-Poisson-Fokker-Planck system","authors":"Yue Luo","doi":"10.1007/s10955-025-03563-1","DOIUrl":"10.1007/s10955-025-03563-1","url":null,"abstract":"<div><p>We investigate the impact of weak collisions on Landau damping in the Vlasov-Poisson-Fokker-Planck system on a torus, specifically focusing on its proximity to a Maxwellian distribution. In the case where the Gevrey index satisfies <span>(frac{1}{s}le 3)</span>, we establish the global stability and enhanced dissipation of small initial data, which remain unaffected by the small diffusion coefficient <span>(nu )</span>. For Gevrey index <span>(frac{1}{s}>3)</span>, we prove the global stability and enhanced dissipation of initial data, whose size is on the order of <span>(O(nu ^frac{1-3s}{3-3s}))</span>. Our analysis provides insights into the effects of enhanced dissipation and plasma echoes.</p></div>","PeriodicalId":667,"journal":{"name":"Journal of Statistical Physics","volume":"193 1","pages":""},"PeriodicalIF":1.2,"publicationDate":"2026-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145982799","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-12DOI: 10.1007/s10955-025-03561-3
Dongnam Ko, Seung-Yeal Ha, Myeonghyeon Kim, Seungjun Lee
We study the emergent dynamics of the spatially extended continuum Winfree model on the whole domain and derive the uniform-in-time continuum limit from the infinite lattice model. In previous literature, the asymptotic convergence of the Winfree model has been studied in (ell ^1)-type topology such as the order parameter. Since we are dealing with the whole domain, where each point of the space represents an individual with one oscillator, it is more natural to employ (L^infty ) topology to analyze diverse emergent patterns such as an oscillator death, a phase-locking state and a quasi-steady state. Our key analysis lies in the uniform-in-time stability with respect to the initial data. From this, under a general network structure, a sufficiently large coupling strength leads to the exponential convergence of Winfree oscillators to an equilibrium. Moreover, uniform-in-time continuum limit from the infinite lattice model can be proved using the contraction property of extremal phases and stability estimates with respect to initial data and system parameters.
{"title":"Uniform-In-Time Continuum Limit of the Infinite Lattice Winfree Model and Emergent Dynamics","authors":"Dongnam Ko, Seung-Yeal Ha, Myeonghyeon Kim, Seungjun Lee","doi":"10.1007/s10955-025-03561-3","DOIUrl":"10.1007/s10955-025-03561-3","url":null,"abstract":"<div><p>We study the emergent dynamics of the spatially extended continuum Winfree model on the whole domain and derive the uniform-in-time continuum limit from the infinite lattice model. In previous literature, the asymptotic convergence of the Winfree model has been studied in <span>(ell ^1)</span>-type topology such as the order parameter. Since we are dealing with the whole domain, where each point of the space represents an individual with one oscillator, it is more natural to employ <span>(L^infty )</span> topology to analyze diverse emergent patterns such as an oscillator death, a phase-locking state and a quasi-steady state. Our key analysis lies in the uniform-in-time stability with respect to the initial data. From this, under a general network structure, a sufficiently large coupling strength leads to the exponential convergence of Winfree oscillators to an equilibrium. Moreover, uniform-in-time continuum limit from the infinite lattice model can be proved using the contraction property of extremal phases and stability estimates with respect to initial data and system parameters.</p></div>","PeriodicalId":667,"journal":{"name":"Journal of Statistical Physics","volume":"193 1","pages":""},"PeriodicalIF":1.2,"publicationDate":"2026-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145982904","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-09DOI: 10.1007/s10955-025-03564-0
Hugo Marsan, Mathieu Sablik, Ilkka Törmä
The positive rates conjecture states that a one-dimensional probabilistic cellular automaton (PCA) with strictly positive transition rates must be ergodic. The conjecture has been refuted by Gács, whose counterexample is a cellular automaton that is non-ergodic under uniform random noise with sufficiently small rate. For all known counterexamples, non-ergodicity has been proved under small enough rates. Conversely, all cellular automata are ergodic with sufficiently high-rate noise. No other types of phase transitions of ergodicity are known, and the behavior of known counterexamples under intermediate noise rates is unknown. We present an example of a cellular automaton with two phase transitions. Using Gács’s result as a black box, we construct a cellular automaton that is ergodic under small noise rates, non-ergodic for slightly higher rates, and again ergodic for rates close to 1.
{"title":"A Perturbed Cellular Automaton with Two Phase Transitions for the Ergodicity","authors":"Hugo Marsan, Mathieu Sablik, Ilkka Törmä","doi":"10.1007/s10955-025-03564-0","DOIUrl":"10.1007/s10955-025-03564-0","url":null,"abstract":"<div><p>The positive rates conjecture states that a one-dimensional probabilistic cellular automaton (PCA) with strictly positive transition rates must be ergodic. The conjecture has been refuted by Gács, whose counterexample is a cellular automaton that is non-ergodic under uniform random noise with sufficiently small rate. For all known counterexamples, non-ergodicity has been proved under small enough rates. Conversely, all cellular automata are ergodic with sufficiently high-rate noise. No other types of phase transitions of ergodicity are known, and the behavior of known counterexamples under intermediate noise rates is unknown. We present an example of a cellular automaton with two phase transitions. Using Gács’s result as a black box, we construct a cellular automaton that is ergodic under small noise rates, non-ergodic for slightly higher rates, and again ergodic for rates close to 1.</p></div>","PeriodicalId":667,"journal":{"name":"Journal of Statistical Physics","volume":"193 1","pages":""},"PeriodicalIF":1.2,"publicationDate":"2026-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s10955-025-03564-0.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145930728","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-05DOI: 10.1007/s10955-025-03550-6
Kenichi Bannai, Jun Koriki, Makiko Sasada, Hidetada Wachi, Shuji Yamamoto
Statistical mechanics explains the properties of macroscopic phenomena based on the movements of microscopic particles such as atoms and molecules. Movements of microscopic particles can be represented by large-scale interacting systems. In this article, we systematically study combinatorial objects which we call interactions, given as symmetric directed graphs representing the possible transitions of states on adjacent sites of large-scale interacting systems. Such interactions underlie various standard stochastic processes such as the exclusion processes, generalized exclusion processes, multi-species exclusion processes, lattice gas with energy processes, and the multi-lane exclusion processes. We introduce the notion of equivalences of interactions using their space of conserved quantities. This allows for the classification of interactions reflecting the expected macroscopic properties. In particular, we prove that when the set of local states consists of two, three or four elements, then the number of equivalence classes of separable interactions are respectively one, two and five. We also define the wedge sums and box products of interactions, which give systematic methods for constructing new interactions from existing ones. Furthermore, we prove that the irreducibly quantified condition for interactions, which implicitly plays an important role in the theory of hydrodynamic limits, is preserved by wedge sums and box products. Our results provide a systematic method to construct and classify interactions, offering abundant examples suitable for considering hydrodynamic limits.
{"title":"On Interactions for Large Scale Interacting Systems","authors":"Kenichi Bannai, Jun Koriki, Makiko Sasada, Hidetada Wachi, Shuji Yamamoto","doi":"10.1007/s10955-025-03550-6","DOIUrl":"10.1007/s10955-025-03550-6","url":null,"abstract":"<div><p>Statistical mechanics explains the properties of macroscopic phenomena based on the movements of microscopic particles such as atoms and molecules. Movements of microscopic particles can be represented by large-scale interacting systems. In this article, we systematically study combinatorial objects which we call <i>interactions</i>, given as symmetric directed graphs representing the possible transitions of states on adjacent sites of large-scale interacting systems. Such interactions underlie various standard stochastic processes such as the <i>exclusion processes</i>, <i>generalized exclusion processes</i>, <i>multi-species exclusion processes</i>, <i>lattice gas with energy processes</i>, and the <i>multi-lane exclusion processes</i>. We introduce the notion of equivalences of interactions using their space of conserved quantities. This allows for the classification of interactions reflecting the expected macroscopic properties. In particular, we prove that when the set of local states consists of <i>two</i>, <i>three</i> or <i>four</i> elements, then the number of equivalence classes of separable interactions are respectively <i>one</i>, <i>two</i> and <i>five</i>. We also define the wedge sums and box products of interactions, which give systematic methods for constructing new interactions from existing ones. Furthermore, we prove that the irreducibly quantified condition for interactions, which implicitly plays an important role in the theory of hydrodynamic limits, is preserved by wedge sums and box products. Our results provide a systematic method to construct and classify interactions, offering abundant examples suitable for considering hydrodynamic limits.</p></div>","PeriodicalId":667,"journal":{"name":"Journal of Statistical Physics","volume":"193 1","pages":""},"PeriodicalIF":1.2,"publicationDate":"2026-01-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s10955-025-03550-6.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145929789","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-05DOI: 10.1007/s10955-025-03559-x
Michael Wilkinson
There is a dimensionless parameter which enters into the equation for the evolution of supersaturation in Ostwald ripening processes. This parameter is typically a large number. Here it is argued that the consequent stiffness of the equation results in the evolution of the supersaturation being unstable. The instability is evident in numerical simulations of Ostwald ripening.
{"title":"Instability in Ostwald Ripening Processes","authors":"Michael Wilkinson","doi":"10.1007/s10955-025-03559-x","DOIUrl":"10.1007/s10955-025-03559-x","url":null,"abstract":"<div><p>There is a dimensionless parameter which enters into the equation for the evolution of supersaturation in Ostwald ripening processes. This parameter is typically a large number. Here it is argued that the consequent stiffness of the equation results in the evolution of the supersaturation being unstable. The instability is evident in numerical simulations of Ostwald ripening.</p></div>","PeriodicalId":667,"journal":{"name":"Journal of Statistical Physics","volume":"193 1","pages":""},"PeriodicalIF":1.2,"publicationDate":"2026-01-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s10955-025-03559-x.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145929790","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
We study the hydrodynamic limit for three gradient spin models: generalized Kipnis-Marchioro-Presutti (KMP), its discrete version and a family of harmonic models, under symmetric and nearest-neighbor interactions. These three models share some universal properties: occupation variables are unbounded, all these processes are of gradient type, their invariant measures are product with spatially homogeneous weights, and, notably, they are all attractive, meaning that the process preserves the partial order of measures along the dynamics. In view of hydrodynamics of large-scale interacting systems, dealing with processes taking values in unbounded configuration spaces is known to be a technically intricate problem. In the present paper, we show the hydrodynamic limit for all three models listed above in a comprehensive way, and show as a main result, that, under the diffusive time scaling, the hydrodynamic equation is given by the heat equation with model-dependent diffusion coefficient. Our novelty is showing the attractiveness for each model, which is crucial for the proof of hydrodynamics.
{"title":"Hydrodynamic Limit for Some Gradient and Attractive Spin Models","authors":"Chiara Franceschini, Patrícia Gonçalves, Kohei Hayashi, Makiko Sasada","doi":"10.1007/s10955-025-03558-y","DOIUrl":"10.1007/s10955-025-03558-y","url":null,"abstract":"<div><p>We study the hydrodynamic limit for three gradient spin models: generalized Kipnis-Marchioro-Presutti (KMP), its discrete version and a family of harmonic models, under symmetric and nearest-neighbor interactions. These three models share some universal properties: occupation variables are unbounded, all these processes are of gradient type, their invariant measures are product with spatially homogeneous weights, and, notably, they are all attractive, meaning that the process preserves the partial order of measures along the dynamics. In view of hydrodynamics of large-scale interacting systems, dealing with processes taking values in unbounded configuration spaces is known to be a technically intricate problem. In the present paper, we show the hydrodynamic limit for all three models listed above in a comprehensive way, and show as a main result, that, under the diffusive time scaling, the hydrodynamic equation is given by the heat equation with model-dependent diffusion coefficient. Our novelty is showing the attractiveness for each model, which is crucial for the proof of hydrodynamics.</p></div>","PeriodicalId":667,"journal":{"name":"Journal of Statistical Physics","volume":"193 1","pages":""},"PeriodicalIF":1.2,"publicationDate":"2026-01-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145929788","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-04DOI: 10.1007/s10955-025-03562-2
Eugene Kagan, Alexander Novoselsky
We suggest a method of discretization of the domain of dynamical systems based on observations. The method utilizes (varepsilon )-entropy, (varepsilon )-capacity, and the introduced (varepsilon )-information. It results in the partition of the system’s domain to the cells of equal diameters that allows representation of the system in the terms of discrete dynamics and its numerical analysis and modelling.
{"title":"Information-Based Partitioning of the Dynamical System’s Domain","authors":"Eugene Kagan, Alexander Novoselsky","doi":"10.1007/s10955-025-03562-2","DOIUrl":"10.1007/s10955-025-03562-2","url":null,"abstract":"<div><p>We suggest a method of discretization of the domain of dynamical systems based on observations. The method utilizes <span>(varepsilon )</span>-entropy, <span>(varepsilon )</span>-capacity, and the introduced <span>(varepsilon )</span>-information. It results in the partition of the system’s domain to the cells of equal diameters that allows representation of the system in the terms of discrete dynamics and its numerical analysis and modelling.</p></div>","PeriodicalId":667,"journal":{"name":"Journal of Statistical Physics","volume":"193 1","pages":""},"PeriodicalIF":1.2,"publicationDate":"2026-01-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s10955-025-03562-2.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145929851","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-19DOI: 10.1007/s10955-025-03557-z
Esteban Cárdenas, Thomas Chen
In this paper, we study a gas of (N gg 1 ) weakly interacting fermions. We describe the time evolution of states that are perturbations of the Fermi ball, and analyze the dynamics in particle-hole variables. Our main result states that, for small values of the coupling constant and for appropriate initial data, the effective dynamics of the momentum distribution is determined by a discrete collision operator of quantum Boltzmann form.
{"title":"Quantum Boltzmann Dynamics and Bosonized Particle-Hole Interactions in Fermion Gases","authors":"Esteban Cárdenas, Thomas Chen","doi":"10.1007/s10955-025-03557-z","DOIUrl":"10.1007/s10955-025-03557-z","url":null,"abstract":"<div><p>In this paper, we study a gas of <span>(N gg 1 )</span> weakly interacting fermions. We describe the time evolution of states that are perturbations of the Fermi ball, and analyze the dynamics in particle-hole variables. Our main result states that, for small values of the coupling constant and for appropriate initial data, the effective dynamics of the momentum distribution is determined by a discrete collision operator of quantum Boltzmann form.\u0000</p></div>","PeriodicalId":667,"journal":{"name":"Journal of Statistical Physics","volume":"193 1","pages":""},"PeriodicalIF":1.2,"publicationDate":"2025-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145779223","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-06DOI: 10.1007/s10955-025-03556-0
Pax Kivimae
We study the moments of the absolute value of the characteristic polynomial of the real elliptic ensemble, including the case of the real Ginibre ensemble. We obtain asymptotics for all integral moments inside the real bulk to order (1+o(1)). In particular, for the real Ginibre ensemble, this extends known computations for even moments, and confirms a recent conjecture of Serebryakov and Simm [51] in the integral case. For the elliptic case, this generalizes computations of first two moments by Fyodorov [27] and Fyodorov and Tarnowski [33]. We additionally find uniform asymptotics for the multi-point correlations of the absolute value of the characteristic polynomial. Our proof relies on a relation between expectations for the absolute value of the characteristic polynomial and the real correlation functions, as well as an algebraic method of obtaining asymptotics for the behavior of these correlation functions near the diagonal.
研究了实椭圆系综的特征多项式的绝对值矩,包括实Ginibre系综的情况。我们得到了实数块内所有积分矩的渐近性,其阶为(1+o(1))。特别是,对于真实的Ginibre系综,这扩展了已知的偶矩计算,并证实了最近在积分情况下Serebryakov和Simm[51]的猜想。对于椭圆情况,这推广了Fyodorov[27]和Fyodorov and Tarnowski[33]对前两个矩的计算。此外,我们还发现了特征多项式的绝对值的多点相关的一致渐近性。我们的证明依赖于特征多项式绝对值的期望与实相关函数之间的关系,以及获得这些相关函数在对角线附近行为的渐近的代数方法。
{"title":"Moments of Characteristic Polynomials of Non-symmetric Random Matrices","authors":"Pax Kivimae","doi":"10.1007/s10955-025-03556-0","DOIUrl":"10.1007/s10955-025-03556-0","url":null,"abstract":"<div><p>We study the moments of the absolute value of the characteristic polynomial of the real elliptic ensemble, including the case of the real Ginibre ensemble. We obtain asymptotics for all integral moments inside the real bulk to order <span>(1+o(1))</span>. In particular, for the real Ginibre ensemble, this extends known computations for even moments, and confirms a recent conjecture of Serebryakov and Simm [51] in the integral case. For the elliptic case, this generalizes computations of first two moments by Fyodorov [27] and Fyodorov and Tarnowski [33]. We additionally find uniform asymptotics for the multi-point correlations of the absolute value of the characteristic polynomial. Our proof relies on a relation between expectations for the absolute value of the characteristic polynomial and the real correlation functions, as well as an algebraic method of obtaining asymptotics for the behavior of these correlation functions near the diagonal.</p></div>","PeriodicalId":667,"journal":{"name":"Journal of Statistical Physics","volume":"192 12","pages":""},"PeriodicalIF":1.2,"publicationDate":"2025-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145730032","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}