---
_id: '64816'
abstract:
- lang: eng
  text: "We study a block mean-field Ising model with $N$ spins split into $s_N$ blocks,
    with Curie-Weiss interaction within blocks and nearest-neighbor coupling between
    blocks. While previous models deal with the block magnetization for a fixed number
    of blocks, we study the the simultaneous limit $N\\to\\infty$ and $s_N\\to\\infty$.
    The model interpolates between Curie-Weiss model for $s_N=1$, multi-species mean
    field for fixed $s_N=s$, and the 1D Ising model for each spin in its own block
    at $s_N=N$.\r\n  Under mild growth conditions on $s_N$, we prove a law of large
    numbers and a multivariate CLT with covariance given by the lattice Green's function.
    For instance, the high temperature CLT essentially covers the optimal range up
    to $s_N=o(N/(\\log N)^c)$ and the low temperature regime is new even for fixed
    number of blocks $s > 2$. In addition to the standard competition between entropy
    and energy, a new obstacle in the proofs is a curse of dimensionality as $s_N
    \\to \\infty$."
author:
- first_name: Jonas
  full_name: Jalowy, Jonas
  id: '113768'
  last_name: Jalowy
  orcid: 0000-0001-9624-2685
- first_name: Isabel
  full_name: Lammers, Isabel
  last_name: Lammers
- first_name: Matthias
  full_name: Löwe, Matthias
  last_name: Löwe
citation:
  ama: Jalowy J, Lammers I, Löwe M. The infinite block spin Ising model. <i>arXiv:260301994</i>.
    Published online 2026.
  apa: Jalowy, J., Lammers, I., &#38; Löwe, M. (2026). The infinite block spin Ising
    model. In <i>arXiv:2603.01994</i>.
  bibtex: '@article{Jalowy_Lammers_Löwe_2026, title={The infinite block spin Ising
    model}, journal={arXiv:2603.01994}, author={Jalowy, Jonas and Lammers, Isabel
    and Löwe, Matthias}, year={2026} }'
  chicago: Jalowy, Jonas, Isabel Lammers, and Matthias Löwe. “The Infinite Block Spin
    Ising Model.” <i>ArXiv:2603.01994</i>, 2026.
  ieee: J. Jalowy, I. Lammers, and M. Löwe, “The infinite block spin Ising model,”
    <i>arXiv:2603.01994</i>. 2026.
  mla: Jalowy, Jonas, et al. “The Infinite Block Spin Ising Model.” <i>ArXiv:2603.01994</i>,
    2026.
  short: J. Jalowy, I. Lammers, M. Löwe, ArXiv:2603.01994 (2026).
date_created: 2026-03-03T08:49:16Z
date_updated: 2026-03-03T08:49:33Z
department:
- _id: '94'
external_id:
  arxiv:
  - '2603.01994'
language:
- iso: eng
publication: arXiv:2603.01994
status: public
title: The infinite block spin Ising model
type: preprint
user_id: '113768'
year: '2026'
...
---
_id: '59664'
abstract:
- lang: eng
  text: "Given a sequence of polynomials $(P_n)_{n \\in \\mathbb{N}}$ with only\r\nnonpositive
    zeros, the aim of this article is to present a user-friendly\r\napproach for determining
    the limiting zero distribution of $P_n$ as\r\n$\\mathrm{deg}\\, P_n \\to \\infty$.
    The method is based on establishing an\r\nequivalence between the existence of
    a limiting empirical zero distribution\r\n$\\mu$ and the existence of an exponential
    profile $g$ associated with the\r\ncoefficients of the polynomials $(P_n)_{n \\in
    \\mathbb{N}}$. The exponential\r\nprofile $g$, which can be roughly described
    by $[z^k]P_n(z) \\approx \\exp(n\r\ng(k/n))$, offers a direct route to computing
    the Cauchy transform $G$ of $\\mu$:\r\nthe functions $t \\mapsto tG(t)$ and $\\alpha
    \\mapsto \\exp(-g'(\\alpha))$ are\r\nmutual inverses. This relationship, in various
    forms, has previously appeared\r\nin the literature, most notably in the paper
    [Van Assche, Fano and Ortolani,\r\nSIAM J. Math. Anal., 1987].\r\n  As a first
    contribution, we present a self-contained probabilistic proof of\r\nthis equivalence
    by representing the polynomials as generating functions of\r\nsums of independent
    Bernoulli random variables. This probabilistic framework\r\nnaturally lends itself
    to tools from large deviation theory, such as the\r\nexponential change of measure.
    The resulting theorems generalize and unify a\r\nrange of previously known results,
    which were traditionally established through\r\nanalytic or combinatorial methods.\r\n
    \ Secondly, using the profile-based approach, we investigate how the\r\nexponential
    profile and the limiting zero distribution behave under certain\r\noperations
    on polynomials, including finite free convolutions, Hadamard\r\nproducts, and
    repeated differentiation. In particular, our approach yields new\r\nproofs of
    the convergence results `$\\boxplus_n \\to \\boxplus$' and `$\\boxtimes_n\r\n\\to
    \\boxtimes$', extending them to cases where the distributions are not\r\nnecessarily
    compactly supported."
author:
- first_name: Jonas
  full_name: Jalowy, Jonas
  id: '113768'
  last_name: Jalowy
  orcid: 0000-0001-9624-2685
- first_name: Zakhar
  full_name: Kabluchko, Zakhar
  last_name: Kabluchko
- first_name: Alexander
  full_name: Marynych, Alexander
  last_name: Marynych
citation:
  ama: 'Jalowy J, Kabluchko Z, Marynych A. Zeros and exponential profiles of polynomials
    I: Limit distributions,  finite free convolutions and repeated differentiation.
    <i>arXiv:250411593</i>. Published online 2025.'
  apa: 'Jalowy, J., Kabluchko, Z., &#38; Marynych, A. (2025). Zeros and exponential
    profiles of polynomials I: Limit distributions,  finite free convolutions and
    repeated differentiation. In <i>arXiv:2504.11593</i>.'
  bibtex: '@article{Jalowy_Kabluchko_Marynych_2025, title={Zeros and exponential profiles
    of polynomials I: Limit distributions,  finite free convolutions and repeated
    differentiation}, journal={arXiv:2504.11593}, author={Jalowy, Jonas and Kabluchko,
    Zakhar and Marynych, Alexander}, year={2025} }'
  chicago: 'Jalowy, Jonas, Zakhar Kabluchko, and Alexander Marynych. “Zeros and Exponential
    Profiles of Polynomials I: Limit Distributions,  Finite Free Convolutions and
    Repeated Differentiation.” <i>ArXiv:2504.11593</i>, 2025.'
  ieee: 'J. Jalowy, Z. Kabluchko, and A. Marynych, “Zeros and exponential profiles
    of polynomials I: Limit distributions,  finite free convolutions and repeated
    differentiation,” <i>arXiv:2504.11593</i>. 2025.'
  mla: 'Jalowy, Jonas, et al. “Zeros and Exponential Profiles of Polynomials I: Limit
    Distributions,  Finite Free Convolutions and Repeated Differentiation.” <i>ArXiv:2504.11593</i>,
    2025.'
  short: J. Jalowy, Z. Kabluchko, A. Marynych, ArXiv:2504.11593 (2025).
date_created: 2025-04-23T14:37:41Z
date_updated: 2025-04-23T14:38:04Z
department:
- _id: '94'
external_id:
  arxiv:
  - '2504.11593'
language:
- iso: eng
publication: arXiv:2504.11593
status: public
title: 'Zeros and exponential profiles of polynomials I: Limit distributions,  finite
  free convolutions and repeated differentiation'
type: preprint
user_id: '113768'
year: '2025'
...
---
_id: '59213'
abstract:
- lang: eng
  text: "<jats:title>Abstract</jats:title>\r\n          <jats:p>We compare a mean-field
    Gibbs distribution on a finite state space on <jats:italic>N</jats:italic> spins
    to that of an explicit simple mixture of product measures. This illustrates the
    situation beyond the so-called <jats:italic>increasing propagation of chaos</jats:italic>
    introduced by Ben Arous and Zeitouni [3], where marginal distributions of size
    <jats:inline-formula>\r\n              <jats:alternatives>\r\n                <jats:tex-math>$$k=o(N)$$</jats:tex-math>\r\n
    \               <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\">\r\n
    \                 <mml:mrow>\r\n                    <mml:mi>k</mml:mi>\r\n                    <mml:mo>=</mml:mo>\r\n
    \                   <mml:mi>o</mml:mi>\r\n                    <mml:mo>(</mml:mo>\r\n
    \                   <mml:mi>N</mml:mi>\r\n                    <mml:mo>)</mml:mo>\r\n
    \                 </mml:mrow>\r\n                </mml:math>\r\n              </jats:alternatives>\r\n
    \           </jats:inline-formula> are compared to product measures.</jats:p>"
article_number: '6'
author:
- first_name: Jonas
  full_name: Jalowy, Jonas
  id: '113768'
  last_name: Jalowy
  orcid: 0000-0001-9624-2685
- first_name: Zakhar
  full_name: Kabluchko, Zakhar
  last_name: Kabluchko
- first_name: Matthias
  full_name: Löwe, Matthias
  last_name: Löwe
citation:
  ama: Jalowy J, Kabluchko Z, Löwe M. Propagation of Chaos and Residual Dependence
    in Gibbs Measures on Finite Sets. <i>Mathematical Physics, Analysis and Geometry</i>.
    2025;28(1). doi:<a href="https://doi.org/10.1007/s11040-025-09503-5">10.1007/s11040-025-09503-5</a>
  apa: Jalowy, J., Kabluchko, Z., &#38; Löwe, M. (2025). Propagation of Chaos and
    Residual Dependence in Gibbs Measures on Finite Sets. <i>Mathematical Physics,
    Analysis and Geometry</i>, <i>28</i>(1), Article 6. <a href="https://doi.org/10.1007/s11040-025-09503-5">https://doi.org/10.1007/s11040-025-09503-5</a>
  bibtex: '@article{Jalowy_Kabluchko_Löwe_2025, title={Propagation of Chaos and Residual
    Dependence in Gibbs Measures on Finite Sets}, volume={28}, DOI={<a href="https://doi.org/10.1007/s11040-025-09503-5">10.1007/s11040-025-09503-5</a>},
    number={16}, journal={Mathematical Physics, Analysis and Geometry}, publisher={Springer
    Science and Business Media LLC}, author={Jalowy, Jonas and Kabluchko, Zakhar and
    Löwe, Matthias}, year={2025} }'
  chicago: Jalowy, Jonas, Zakhar Kabluchko, and Matthias Löwe. “Propagation of Chaos
    and Residual Dependence in Gibbs Measures on Finite Sets.” <i>Mathematical Physics,
    Analysis and Geometry</i> 28, no. 1 (2025). <a href="https://doi.org/10.1007/s11040-025-09503-5">https://doi.org/10.1007/s11040-025-09503-5</a>.
  ieee: 'J. Jalowy, Z. Kabluchko, and M. Löwe, “Propagation of Chaos and Residual
    Dependence in Gibbs Measures on Finite Sets,” <i>Mathematical Physics, Analysis
    and Geometry</i>, vol. 28, no. 1, Art. no. 6, 2025, doi: <a href="https://doi.org/10.1007/s11040-025-09503-5">10.1007/s11040-025-09503-5</a>.'
  mla: Jalowy, Jonas, et al. “Propagation of Chaos and Residual Dependence in Gibbs
    Measures on Finite Sets.” <i>Mathematical Physics, Analysis and Geometry</i>,
    vol. 28, no. 1, 6, Springer Science and Business Media LLC, 2025, doi:<a href="https://doi.org/10.1007/s11040-025-09503-5">10.1007/s11040-025-09503-5</a>.
  short: J. Jalowy, Z. Kabluchko, M. Löwe, Mathematical Physics, Analysis and Geometry
    28 (2025).
date_created: 2025-03-31T07:17:19Z
date_updated: 2025-04-23T14:39:12Z
doi: 10.1007/s11040-025-09503-5
intvolume: '        28'
issue: '1'
language:
- iso: eng
publication: Mathematical Physics, Analysis and Geometry
publication_identifier:
  issn:
  - 1385-0172
  - 1572-9656
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: Propagation of Chaos and Residual Dependence in Gibbs Measures on Finite Sets
type: journal_article
user_id: '113768'
volume: 28
year: '2025'
...
---
_id: '59665'
article_number: '110974'
author:
- first_name: Matthias
  full_name: Erbar, Matthias
  last_name: Erbar
- first_name: Martin
  full_name: Huesmann, Martin
  last_name: Huesmann
- first_name: Jonas
  full_name: Jalowy, Jonas
  id: '113768'
  last_name: Jalowy
  orcid: 0000-0001-9624-2685
- first_name: Bastian
  full_name: Müller, Bastian
  last_name: Müller
citation:
  ama: 'Erbar M, Huesmann M, Jalowy J, Müller B. Optimal transport of stationary point
    processes: Metric structure, gradient flow and convexity of the specific entropy.
    <i>Journal of Functional Analysis</i>. 2025;289(4). doi:<a href="https://doi.org/10.1016/j.jfa.2025.110974">10.1016/j.jfa.2025.110974</a>'
  apa: 'Erbar, M., Huesmann, M., Jalowy, J., &#38; Müller, B. (2025). Optimal transport
    of stationary point processes: Metric structure, gradient flow and convexity of
    the specific entropy. <i>Journal of Functional Analysis</i>, <i>289</i>(4), Article
    110974. <a href="https://doi.org/10.1016/j.jfa.2025.110974">https://doi.org/10.1016/j.jfa.2025.110974</a>'
  bibtex: '@article{Erbar_Huesmann_Jalowy_Müller_2025, title={Optimal transport of
    stationary point processes: Metric structure, gradient flow and convexity of the
    specific entropy}, volume={289}, DOI={<a href="https://doi.org/10.1016/j.jfa.2025.110974">10.1016/j.jfa.2025.110974</a>},
    number={4110974}, journal={Journal of Functional Analysis}, publisher={Elsevier
    BV}, author={Erbar, Matthias and Huesmann, Martin and Jalowy, Jonas and Müller,
    Bastian}, year={2025} }'
  chicago: 'Erbar, Matthias, Martin Huesmann, Jonas Jalowy, and Bastian Müller. “Optimal
    Transport of Stationary Point Processes: Metric Structure, Gradient Flow and Convexity
    of the Specific Entropy.” <i>Journal of Functional Analysis</i> 289, no. 4 (2025).
    <a href="https://doi.org/10.1016/j.jfa.2025.110974">https://doi.org/10.1016/j.jfa.2025.110974</a>.'
  ieee: 'M. Erbar, M. Huesmann, J. Jalowy, and B. Müller, “Optimal transport of stationary
    point processes: Metric structure, gradient flow and convexity of the specific
    entropy,” <i>Journal of Functional Analysis</i>, vol. 289, no. 4, Art. no. 110974,
    2025, doi: <a href="https://doi.org/10.1016/j.jfa.2025.110974">10.1016/j.jfa.2025.110974</a>.'
  mla: 'Erbar, Matthias, et al. “Optimal Transport of Stationary Point Processes:
    Metric Structure, Gradient Flow and Convexity of the Specific Entropy.” <i>Journal
    of Functional Analysis</i>, vol. 289, no. 4, 110974, Elsevier BV, 2025, doi:<a
    href="https://doi.org/10.1016/j.jfa.2025.110974">10.1016/j.jfa.2025.110974</a>.'
  short: M. Erbar, M. Huesmann, J. Jalowy, B. Müller, Journal of Functional Analysis
    289 (2025).
date_created: 2025-04-23T14:39:50Z
date_updated: 2025-04-23T14:41:19Z
department:
- _id: '94'
doi: 10.1016/j.jfa.2025.110974
intvolume: '       289'
issue: '4'
language:
- iso: eng
publication: Journal of Functional Analysis
publication_identifier:
  issn:
  - 0022-1236
publication_status: published
publisher: Elsevier BV
status: public
title: 'Optimal transport of stationary point processes: Metric structure, gradient
  flow and convexity of the specific entropy'
type: journal_article
user_id: '113768'
volume: 289
year: '2025'
...
---
_id: '60293'
abstract:
- lang: eng
  text: "In this work, we present a complete characterization of the covariance\r\nstructure
    of number statistics in boxes for hyperuniform point processes. Under\r\na standard
    integrability assumption, the covariance depends solely on the\r\noverlap of the
    faces of the box. Beyond this assumption, a novel interpolating\r\ncovariance
    structure emerges. This enables us to identify a limiting Gaussian\r\n'coarse-grained'
    process, counting the number of points in large boxes as a\r\nfunction of the
    box position. Depending on the integrability assumption, this\r\nprocess may be
    continuous or discontinuous, e.g. in d=1 it is given by an\r\nincrement process
    of a fractional Brownian motion."
author:
- first_name: Jonas
  full_name: Jalowy, Jonas
  id: '113768'
  last_name: Jalowy
  orcid: 0000-0001-9624-2685
- first_name: Hanna
  full_name: Stange, Hanna
  last_name: Stange
citation:
  ama: Jalowy J, Stange H. Box-Covariances of Hyperuniform Point Processes. <i>arXiv:250613661</i>.
    Published online 2025.
  apa: Jalowy, J., &#38; Stange, H. (2025). Box-Covariances of Hyperuniform Point
    Processes. In <i>arXiv:2506.13661</i>.
  bibtex: '@article{Jalowy_Stange_2025, title={Box-Covariances of Hyperuniform Point
    Processes}, journal={arXiv:2506.13661}, author={Jalowy, Jonas and Stange, Hanna},
    year={2025} }'
  chicago: Jalowy, Jonas, and Hanna Stange. “Box-Covariances of Hyperuniform Point
    Processes.” <i>ArXiv:2506.13661</i>, 2025.
  ieee: J. Jalowy and H. Stange, “Box-Covariances of Hyperuniform Point Processes,”
    <i>arXiv:2506.13661</i>. 2025.
  mla: Jalowy, Jonas, and Hanna Stange. “Box-Covariances of Hyperuniform Point Processes.”
    <i>ArXiv:2506.13661</i>, 2025.
  short: J. Jalowy, H. Stange, ArXiv:2506.13661 (2025).
date_created: 2025-06-22T08:02:28Z
date_updated: 2025-06-22T08:03:20Z
department:
- _id: '94'
external_id:
  arxiv:
  - '2506.13661'
language:
- iso: eng
publication: arXiv:2506.13661
status: public
title: Box-Covariances of Hyperuniform Point Processes
type: preprint
user_id: '113768'
year: '2025'
...
---
_id: '63394'
abstract:
- lang: eng
  text: We study the statistics of the number of real eigenvalues in the elliptic
    deformation of the real Ginibre ensemble. As the matrix dimension grows, the law
    of large numbers and the central limit theorem for the number of real eigenvalues
    are well understood, but the probabilities of rare events remain largely unexplored.
    Large deviation type results have been obtained only in extreme cases, when either
    a vanishingly small proportion of eigenvalues are real or almost all eigenvalues
    are real. Here, in both the strong and weak asymmetry regimes, we derive the probabilities
    of rare events in the moderate-to-large deviation regime, thereby providing a
    natural connection between the previously known regime of Gaussian fluctuations
    and the large deviation regime. Our results are new even for the classical real
    Ginibre ensemble.
author:
- first_name: Sung-Soo
  full_name: Byun, Sung-Soo
  last_name: Byun
- first_name: Jonas
  full_name: Jalowy, Jonas
  id: '113768'
  last_name: Jalowy
  orcid: 0000-0001-9624-2685
- first_name: Yong-Woo
  full_name: Lee, Yong-Woo
  last_name: Lee
- first_name: Grégory
  full_name: Schehr, Grégory
  last_name: Schehr
citation:
  ama: Byun S-S, Jalowy J, Lee Y-W, Schehr G. Moderate-to-large deviation asymptotics
    for real eigenvalues of the elliptic Ginibre matrices. <i>arXiv:251109191</i>.
    Published online 2025.
  apa: Byun, S.-S., Jalowy, J., Lee, Y.-W., &#38; Schehr, G. (2025). Moderate-to-large
    deviation asymptotics for real eigenvalues of the elliptic Ginibre matrices. In
    <i>arXiv:2511.09191</i>.
  bibtex: '@article{Byun_Jalowy_Lee_Schehr_2025, title={Moderate-to-large deviation
    asymptotics for real eigenvalues of the elliptic Ginibre matrices}, journal={arXiv:2511.09191},
    author={Byun, Sung-Soo and Jalowy, Jonas and Lee, Yong-Woo and Schehr, Grégory},
    year={2025} }'
  chicago: Byun, Sung-Soo, Jonas Jalowy, Yong-Woo Lee, and Grégory Schehr. “Moderate-to-Large
    Deviation Asymptotics for Real Eigenvalues of the Elliptic Ginibre Matrices.”
    <i>ArXiv:2511.09191</i>, 2025.
  ieee: S.-S. Byun, J. Jalowy, Y.-W. Lee, and G. Schehr, “Moderate-to-large deviation
    asymptotics for real eigenvalues of the elliptic Ginibre matrices,” <i>arXiv:2511.09191</i>.
    2025.
  mla: Byun, Sung-Soo, et al. “Moderate-to-Large Deviation Asymptotics for Real Eigenvalues
    of the Elliptic Ginibre Matrices.” <i>ArXiv:2511.09191</i>, 2025.
  short: S.-S. Byun, J. Jalowy, Y.-W. Lee, G. Schehr, ArXiv:2511.09191 (2025).
date_created: 2025-12-22T08:37:02Z
date_updated: 2025-12-22T08:37:35Z
department:
- _id: '94'
external_id:
  arxiv:
  - '2511.09191'
language:
- iso: eng
publication: arXiv:2511.09191
status: public
title: Moderate-to-large deviation asymptotics for real eigenvalues of the elliptic
  Ginibre matrices
type: preprint
user_id: '113768'
year: '2025'
...
---
_id: '63393'
abstract:
- lang: eng
  text: 'We study the evolution of zeros of high polynomial powers under the heat
    flow. For any fixed polynomial $P(z)$, we prove that the empirical zero distribution
    of its heat-evolved $n$-th power converges to a distribution on the complex plane
    as $n$ tends to infinity. We describe this limit distribution $μ_t$ as a function
    of the time parameter $t$ of the heat evolution: For small time, zeros start to
    spread out in approximately semicircular distributions, then intricate curves
    start to form and merge, until for large time, the zero distribution approaches
    a widespread semicircle law through the initial center of mass. The Stieltjes
    transform of the limit distribution $μ_t$ satisfies a self-consistent equation
    and a Burgers'' equation. The present paper deals with general complex-rooted
    polynomials for which, in contrast to the real-rooted case, no free-probabilistic
    representation for $μ_t$ is available.'
author:
- first_name: Antonia
  full_name: Höfert, Antonia
  last_name: Höfert
- first_name: Jonas
  full_name: Jalowy, Jonas
  id: '113768'
  last_name: Jalowy
  orcid: 0000-0001-9624-2685
- first_name: Zakhar
  full_name: Kabluchko, Zakhar
  last_name: Kabluchko
citation:
  ama: Höfert A, Jalowy J, Kabluchko Z. Zeros of polynomial powers under the heat
    flow. <i>arXiv:251217808</i>. Published online 2025.
  apa: Höfert, A., Jalowy, J., &#38; Kabluchko, Z. (2025). Zeros of polynomial powers
    under the heat flow. In <i>arXiv:2512.17808</i>.
  bibtex: '@article{Höfert_Jalowy_Kabluchko_2025, title={Zeros of polynomial powers
    under the heat flow}, journal={arXiv:2512.17808}, author={Höfert, Antonia and
    Jalowy, Jonas and Kabluchko, Zakhar}, year={2025} }'
  chicago: Höfert, Antonia, Jonas Jalowy, and Zakhar Kabluchko. “Zeros of Polynomial
    Powers under the Heat Flow.” <i>ArXiv:2512.17808</i>, 2025.
  ieee: A. Höfert, J. Jalowy, and Z. Kabluchko, “Zeros of polynomial powers under
    the heat flow,” <i>arXiv:2512.17808</i>. 2025.
  mla: Höfert, Antonia, et al. “Zeros of Polynomial Powers under the Heat Flow.” <i>ArXiv:2512.17808</i>,
    2025.
  short: A. Höfert, J. Jalowy, Z. Kabluchko, ArXiv:2512.17808 (2025).
date_created: 2025-12-22T08:36:24Z
date_updated: 2025-12-22T08:36:46Z
department:
- _id: '94'
external_id:
  arxiv:
  - '2512.17808'
language:
- iso: eng
publication: arXiv:2512.17808
status: public
title: Zeros of polynomial powers under the heat flow
type: preprint
user_id: '113768'
year: '2025'
...
---
_id: '59188'
author:
- first_name: Jonas
  full_name: Jalowy, Jonas
  id: '113768'
  last_name: Jalowy
  orcid: 0000-0001-9624-2685
- first_name: Zakhar
  full_name: Kabluchko, Zakhar
  last_name: Kabluchko
- first_name: Matthias
  full_name: Löwe, Matthias
  last_name: Löwe
- first_name: Alexander
  full_name: Marynych, Alexander
  last_name: Marynych
citation:
  ama: Jalowy J, Kabluchko Z, Löwe M, Marynych A. When does the chaos in the Curie-Weiss
    model stop to propagate? <i>Electronic Journal of Probability</i>. 2023;28(none).
    doi:<a href="https://doi.org/10.1214/23-ejp1039">10.1214/23-ejp1039</a>
  apa: Jalowy, J., Kabluchko, Z., Löwe, M., &#38; Marynych, A. (2023). When does the
    chaos in the Curie-Weiss model stop to propagate? <i>Electronic Journal of Probability</i>,
    <i>28</i>(none). <a href="https://doi.org/10.1214/23-ejp1039">https://doi.org/10.1214/23-ejp1039</a>
  bibtex: '@article{Jalowy_Kabluchko_Löwe_Marynych_2023, title={When does the chaos
    in the Curie-Weiss model stop to propagate?}, volume={28}, DOI={<a href="https://doi.org/10.1214/23-ejp1039">10.1214/23-ejp1039</a>},
    number={none}, journal={Electronic Journal of Probability}, publisher={Institute
    of Mathematical Statistics}, author={Jalowy, Jonas and Kabluchko, Zakhar and Löwe,
    Matthias and Marynych, Alexander}, year={2023} }'
  chicago: Jalowy, Jonas, Zakhar Kabluchko, Matthias Löwe, and Alexander Marynych.
    “When Does the Chaos in the Curie-Weiss Model Stop to Propagate?” <i>Electronic
    Journal of Probability</i> 28, no. none (2023). <a href="https://doi.org/10.1214/23-ejp1039">https://doi.org/10.1214/23-ejp1039</a>.
  ieee: 'J. Jalowy, Z. Kabluchko, M. Löwe, and A. Marynych, “When does the chaos in
    the Curie-Weiss model stop to propagate?,” <i>Electronic Journal of Probability</i>,
    vol. 28, no. none, 2023, doi: <a href="https://doi.org/10.1214/23-ejp1039">10.1214/23-ejp1039</a>.'
  mla: Jalowy, Jonas, et al. “When Does the Chaos in the Curie-Weiss Model Stop to
    Propagate?” <i>Electronic Journal of Probability</i>, vol. 28, no. none, Institute
    of Mathematical Statistics, 2023, doi:<a href="https://doi.org/10.1214/23-ejp1039">10.1214/23-ejp1039</a>.
  short: J. Jalowy, Z. Kabluchko, M. Löwe, A. Marynych, Electronic Journal of Probability
    28 (2023).
date_created: 2025-03-31T07:15:02Z
date_updated: 2025-04-23T14:36:13Z
doi: 10.1214/23-ejp1039
intvolume: '        28'
issue: none
language:
- iso: eng
publication: Electronic Journal of Probability
publication_identifier:
  issn:
  - 1083-6489
publication_status: published
publisher: Institute of Mathematical Statistics
status: public
title: When does the chaos in the Curie-Weiss model stop to propagate?
type: journal_article
user_id: '113768'
volume: 28
year: '2023'
...
---
_id: '59209'
abstract:
- lang: eng
  text: "We start with a random polynomial $P^{N}$ of degree $N$ with independent\r\ncoefficients
    and consider a new polynomial $P_{t}^{N}$ obtained by repeated\r\napplications
    of a fraction differential operator of the form $z^{a}%\r\n(d/dz)^{b},$ where
    $a$ and $b$ are real numbers. When $b>0,$ we compute the\r\nlimiting root distribution
    $\\mu_{t}$ of $P_{t}^{N}$ as $N\\rightarrow\\infty.$ We\r\nshow that $\\mu_{t}$
    is the push-forward of the limiting root distribution of\r\n$P^{N}$ under a transport
    map $T_{t}$. The map $T_{t}$ is defined by flowing\r\nalong the characteristic
    curves of the PDE satisfied by the log potential of\r\n$\\mu_{t}.$ In the special
    case of repeated differentiation, our results may be\r\ninterpreted as saying
    that the roots evolve radially \\textit{with constant\r\nspeed} until they hit
    the origin, at which point, they cease to exist. For\r\ngeneral $a$ and $b,$ the
    transport map $T_{t}$ has a free probability\r\ninterpretation as multiplication
    of an $R$-diagonal operator by an $R$-diagonal\r\n\"transport operator.\" As an
    application, we obtain a push-forward\r\ncharacterization of the free self-convolution
    semigroup $\\oplus$ of radial\r\nmeasures on $\\mathbb{C}$.\r\n  We also consider
    the case $b<0,$ which includes the case of repeated\r\nintegration. More complicated
    behavior of the roots can occur in this case."
author:
- first_name: Brian C.
  full_name: Hall, Brian C.
  last_name: Hall
- first_name: Ching-Wei
  full_name: Ho, Ching-Wei
  last_name: Ho
- first_name: Jonas
  full_name: Jalowy, Jonas
  id: '113768'
  last_name: Jalowy
  orcid: 0000-0001-9624-2685
- first_name: Zakhar
  full_name: Kabluchko, Zakhar
  last_name: Kabluchko
citation:
  ama: Hall BC, Ho C-W, Jalowy J, Kabluchko Z. Roots of polynomials under repeated
    differentiation and repeated  applications of fractional differential operators.
    <i>arXiv:231214883</i>. Published online 2023.
  apa: Hall, B. C., Ho, C.-W., Jalowy, J., &#38; Kabluchko, Z. (2023). Roots of polynomials
    under repeated differentiation and repeated  applications of fractional differential
    operators. In <i>arXiv:2312.14883</i>.
  bibtex: '@article{Hall_Ho_Jalowy_Kabluchko_2023, title={Roots of polynomials under
    repeated differentiation and repeated  applications of fractional differential
    operators}, journal={arXiv:2312.14883}, author={Hall, Brian C. and Ho, Ching-Wei
    and Jalowy, Jonas and Kabluchko, Zakhar}, year={2023} }'
  chicago: Hall, Brian C., Ching-Wei Ho, Jonas Jalowy, and Zakhar Kabluchko. “Roots
    of Polynomials under Repeated Differentiation and Repeated  Applications of Fractional
    Differential Operators.” <i>ArXiv:2312.14883</i>, 2023.
  ieee: B. C. Hall, C.-W. Ho, J. Jalowy, and Z. Kabluchko, “Roots of polynomials under
    repeated differentiation and repeated  applications of fractional differential
    operators,” <i>arXiv:2312.14883</i>. 2023.
  mla: Hall, Brian C., et al. “Roots of Polynomials under Repeated Differentiation
    and Repeated  Applications of Fractional Differential Operators.” <i>ArXiv:2312.14883</i>,
    2023.
  short: B.C. Hall, C.-W. Ho, J. Jalowy, Z. Kabluchko, ArXiv:2312.14883 (2023).
date_created: 2025-03-31T07:15:40Z
date_updated: 2025-04-23T14:38:56Z
external_id:
  arxiv:
  - '2312.14883'
language:
- iso: eng
publication: arXiv:2312.14883
status: public
title: Roots of polynomials under repeated differentiation and repeated  applications
  of fractional differential operators
type: preprint
user_id: '113768'
year: '2023'
...
---
_id: '59187'
abstract:
- lang: eng
  text: "We investigate the evolution of the empirical distribution of the complex\r\nroots
    of high-degree random polynomials, when the polynomial undergoes the heat\r\nflow.
    In one prominent example of Weyl polynomials, the limiting zero\r\ndistribution
    evolves from the circular law into the elliptic law until it\r\ncollapses to the
    Wigner semicircle law, as was recently conjectured for\r\ncharacteristic polynomials
    of random matrices by Hall and Ho, 2022. Moreover,\r\nfor a general family of
    random polynomials with independent coefficients and\r\nisotropic limiting distribution
    of zeros, we determine the zero distribution of\r\nthe heat-evolved polynomials
    in terms of its logarithmic potential.\r\nFurthermore, we explicitly identify
    two critical time thresholds, at which\r\nsingularities develop and at which the
    limiting distribution collapses to the\r\nsemicircle law. We completely characterize
    the limiting root distribution of\r\nthe heat-evolved polynomials before singularities
    develop as the push-forward\r\nof the initial distribution under a transport map.
    Finally, we discuss the\r\nresults from the perspectives of partial differential
    equations (in particular\r\nHamilton-Jacobi equation and Burgers' equation), optimal
    transport, and free\r\nprobability. The theory is accompanied by explicit examples,
    simulations, and\r\nconjectures."
author:
- first_name: Brian C.
  full_name: Hall, Brian C.
  last_name: Hall
- first_name: Ching-Wei
  full_name: Ho, Ching-Wei
  last_name: Ho
- first_name: Jonas
  full_name: Jalowy, Jonas
  id: '113768'
  last_name: Jalowy
  orcid: 0000-0001-9624-2685
- first_name: Zakhar
  full_name: Kabluchko, Zakhar
  last_name: Kabluchko
citation:
  ama: Hall BC, Ho C-W, Jalowy J, Kabluchko Z. Zeros of random polynomials undergoing
    the heat flow. <i>arXiv:230811685</i>. Published online 2023.
  apa: Hall, B. C., Ho, C.-W., Jalowy, J., &#38; Kabluchko, Z. (2023). Zeros of random
    polynomials undergoing the heat flow. In <i>arXiv:2308.11685</i>.
  bibtex: '@article{Hall_Ho_Jalowy_Kabluchko_2023, title={Zeros of random polynomials
    undergoing the heat flow}, journal={arXiv:2308.11685}, author={Hall, Brian C.
    and Ho, Ching-Wei and Jalowy, Jonas and Kabluchko, Zakhar}, year={2023} }'
  chicago: Hall, Brian C., Ching-Wei Ho, Jonas Jalowy, and Zakhar Kabluchko. “Zeros
    of Random Polynomials Undergoing the Heat Flow.” <i>ArXiv:2308.11685</i>, 2023.
  ieee: B. C. Hall, C.-W. Ho, J. Jalowy, and Z. Kabluchko, “Zeros of random polynomials
    undergoing the heat flow,” <i>arXiv:2308.11685</i>. 2023.
  mla: Hall, Brian C., et al. “Zeros of Random Polynomials Undergoing the Heat Flow.”
    <i>ArXiv:2308.11685</i>, 2023.
  short: B.C. Hall, C.-W. Ho, J. Jalowy, Z. Kabluchko, ArXiv:2308.11685 (2023).
date_created: 2025-03-31T07:14:23Z
date_updated: 2025-04-23T14:38:41Z
external_id:
  arxiv:
  - '2308.11685'
language:
- iso: eng
publication: arXiv:2308.11685
status: public
title: Zeros of random polynomials undergoing the heat flow
type: preprint
user_id: '113768'
year: '2023'
...
---
_id: '59211'
abstract:
- lang: eng
  text: "We develop a theory of optimal transport for stationary random measures with\r\na
    focus on stationary point processes and construct a family of distances on\r\nthe
    set of stationary random measures. These induce a natural notion of\r\ninterpolation
    between two stationary random measures along a shortest curve\r\nconnecting them.
    In the setting of stationary point processes we leverage this\r\ntransport distance
    to give a geometric interpretation for the evolution of\r\ninfinite particle systems
    with stationary distribution. Namely, we characterise\r\nthe evolution of infinitely
    many Brownian motions as the gradient flow of the\r\nspecific relative entropy
    w.r.t.~the Poisson point process. Further, we\r\nestablish displacement convexity
    of the specific relative entropy along optimal\r\ninterpolations of point processes
    and establish an stationary analogue of the\r\nHWI inequality, relating specific
    entropy, transport distance, and a specific\r\nrelative Fisher information."
author:
- first_name: Matthias
  full_name: Erbar, Matthias
  last_name: Erbar
- first_name: Martin
  full_name: Huesmann, Martin
  last_name: Huesmann
- first_name: Jonas
  full_name: Jalowy, Jonas
  id: '113768'
  last_name: Jalowy
  orcid: 0000-0001-9624-2685
- first_name: Bastian
  full_name: Müller, Bastian
  last_name: Müller
citation:
  ama: 'Erbar M, Huesmann M, Jalowy J, Müller B. Optimal transport of stationary point
    processes: Metric structure,  gradient flow and convexity of the specific entropy.
    <i>arXiv:230411145</i>. Published online 2023.'
  apa: 'Erbar, M., Huesmann, M., Jalowy, J., &#38; Müller, B. (2023). Optimal transport
    of stationary point processes: Metric structure,  gradient flow and convexity
    of the specific entropy. In <i>arXiv:2304.11145</i>.'
  bibtex: '@article{Erbar_Huesmann_Jalowy_Müller_2023, title={Optimal transport of
    stationary point processes: Metric structure,  gradient flow and convexity of
    the specific entropy}, journal={arXiv:2304.11145}, author={Erbar, Matthias and
    Huesmann, Martin and Jalowy, Jonas and Müller, Bastian}, year={2023} }'
  chicago: 'Erbar, Matthias, Martin Huesmann, Jonas Jalowy, and Bastian Müller. “Optimal
    Transport of Stationary Point Processes: Metric Structure,  Gradient Flow and
    Convexity of the Specific Entropy.” <i>ArXiv:2304.11145</i>, 2023.'
  ieee: 'M. Erbar, M. Huesmann, J. Jalowy, and B. Müller, “Optimal transport of stationary
    point processes: Metric structure,  gradient flow and convexity of the specific
    entropy,” <i>arXiv:2304.11145</i>. 2023.'
  mla: 'Erbar, Matthias, et al. “Optimal Transport of Stationary Point Processes:
    Metric Structure,  Gradient Flow and Convexity of the Specific Entropy.” <i>ArXiv:2304.11145</i>,
    2023.'
  short: M. Erbar, M. Huesmann, J. Jalowy, B. Müller, ArXiv:2304.11145 (2023).
date_created: 2025-03-31T07:16:09Z
date_updated: 2025-04-23T14:39:08Z
external_id:
  arxiv:
  - '2304.11145'
language:
- iso: eng
publication: arXiv:2304.11145
status: public
title: 'Optimal transport of stationary point processes: Metric structure,  gradient
  flow and convexity of the specific entropy'
type: preprint
user_id: '113768'
year: '2023'
...
---
_id: '59189'
abstract:
- lang: eng
  text: "We develop a theory of optimal transport for stationary random measures with\r\na
    focus on stationary point processes and construct a family of distances on\r\nthe
    set of stationary random measures. These induce a natural notion of\r\ninterpolation
    between two stationary random measures along a shortest curve\r\nconnecting them.
    In the setting of stationary point processes we leverage this\r\ntransport distance
    to give a geometric interpretation for the evolution of\r\ninfinite particle systems
    with stationary distribution. Namely, we characterise\r\nthe evolution of infinitely
    many Brownian motions as the gradient flow of the\r\nspecific relative entropy
    w.r.t.~the Poisson point process. Further, we\r\nestablish displacement convexity
    of the specific relative entropy along optimal\r\ninterpolations of point processes
    and establish an stationary analogue of the\r\nHWI inequality, relating specific
    entropy, transport distance, and a specific\r\nrelative Fisher information."
author:
- first_name: Matthias
  full_name: Erbar, Matthias
  last_name: Erbar
- first_name: Martin
  full_name: Huesmann, Martin
  last_name: Huesmann
- first_name: Jonas
  full_name: Jalowy, Jonas
  id: '113768'
  last_name: Jalowy
  orcid: 0000-0001-9624-2685
- first_name: Bastian
  full_name: Müller, Bastian
  last_name: Müller
citation:
  ama: 'Erbar M, Huesmann M, Jalowy J, Müller B. Optimal transport of stationary point
    processes: Metric structure,  gradient flow and convexity of the specific entropy.
    <i>arXiv:230411145</i>. Published online 2023.'
  apa: 'Erbar, M., Huesmann, M., Jalowy, J., &#38; Müller, B. (2023). Optimal transport
    of stationary point processes: Metric structure,  gradient flow and convexity
    of the specific entropy. In <i>arXiv:2304.11145</i>.'
  bibtex: '@article{Erbar_Huesmann_Jalowy_Müller_2023, title={Optimal transport of
    stationary point processes: Metric structure,  gradient flow and convexity of
    the specific entropy}, journal={arXiv:2304.11145}, author={Erbar, Matthias and
    Huesmann, Martin and Jalowy, Jonas and Müller, Bastian}, year={2023} }'
  chicago: 'Erbar, Matthias, Martin Huesmann, Jonas Jalowy, and Bastian Müller. “Optimal
    Transport of Stationary Point Processes: Metric Structure,  Gradient Flow and
    Convexity of the Specific Entropy.” <i>ArXiv:2304.11145</i>, 2023.'
  ieee: 'M. Erbar, M. Huesmann, J. Jalowy, and B. Müller, “Optimal transport of stationary
    point processes: Metric structure,  gradient flow and convexity of the specific
    entropy,” <i>arXiv:2304.11145</i>. 2023.'
  mla: 'Erbar, Matthias, et al. “Optimal Transport of Stationary Point Processes:
    Metric Structure,  Gradient Flow and Convexity of the Specific Entropy.” <i>ArXiv:2304.11145</i>,
    2023.'
  short: M. Erbar, M. Huesmann, J. Jalowy, B. Müller, ArXiv:2304.11145 (2023).
date_created: 2025-03-31T07:15:22Z
date_updated: 2025-04-23T14:38:52Z
external_id:
  arxiv:
  - '2304.11145'
language:
- iso: eng
publication: arXiv:2304.11145
status: public
title: 'Optimal transport of stationary point processes: Metric structure,  gradient
  flow and convexity of the specific entropy'
type: preprint
user_id: '113768'
year: '2023'
...
---
_id: '59184'
author:
- first_name: Jonas
  full_name: Jalowy, Jonas
  id: '113768'
  last_name: Jalowy
  orcid: 0000-0001-9624-2685
citation:
  ama: Jalowy J. The Wasserstein distance to the circular law. <i>Annales de l’Institut
    Henri Poincaré, Probabilités et Statistiques</i>. 2023;59(4). doi:<a href="https://doi.org/10.1214/22-aihp1317">10.1214/22-aihp1317</a>
  apa: Jalowy, J. (2023). The Wasserstein distance to the circular law. <i>Annales
    de l’Institut Henri Poincaré, Probabilités et Statistiques</i>, <i>59</i>(4).
    <a href="https://doi.org/10.1214/22-aihp1317">https://doi.org/10.1214/22-aihp1317</a>
  bibtex: '@article{Jalowy_2023, title={The Wasserstein distance to the circular law},
    volume={59}, DOI={<a href="https://doi.org/10.1214/22-aihp1317">10.1214/22-aihp1317</a>},
    number={4}, journal={Annales de l’Institut Henri Poincaré, Probabilités et Statistiques},
    publisher={Institute of Mathematical Statistics}, author={Jalowy, Jonas}, year={2023}
    }'
  chicago: Jalowy, Jonas. “The Wasserstein Distance to the Circular Law.” <i>Annales
    de l’Institut Henri Poincaré, Probabilités et Statistiques</i> 59, no. 4 (2023).
    <a href="https://doi.org/10.1214/22-aihp1317">https://doi.org/10.1214/22-aihp1317</a>.
  ieee: 'J. Jalowy, “The Wasserstein distance to the circular law,” <i>Annales de
    l’Institut Henri Poincaré, Probabilités et Statistiques</i>, vol. 59, no. 4, 2023,
    doi: <a href="https://doi.org/10.1214/22-aihp1317">10.1214/22-aihp1317</a>.'
  mla: Jalowy, Jonas. “The Wasserstein Distance to the Circular Law.” <i>Annales de
    l’Institut Henri Poincaré, Probabilités et Statistiques</i>, vol. 59, no. 4, Institute
    of Mathematical Statistics, 2023, doi:<a href="https://doi.org/10.1214/22-aihp1317">10.1214/22-aihp1317</a>.
  short: J. Jalowy, Annales de l’Institut Henri Poincaré, Probabilités et Statistiques
    59 (2023).
date_created: 2025-03-31T07:12:40Z
date_updated: 2025-04-23T14:38:24Z
doi: 10.1214/22-aihp1317
intvolume: '        59'
issue: '4'
language:
- iso: eng
publication: Annales de l'Institut Henri Poincaré, Probabilités et Statistiques
publication_identifier:
  issn:
  - 0246-0203
publication_status: published
publisher: Institute of Mathematical Statistics
status: public
title: The Wasserstein distance to the circular law
type: journal_article
user_id: '113768'
volume: 59
year: '2023'
...
---
_id: '59210'
abstract:
- lang: eng
  text: "We establish basic properties of the heat flow on entire holomorphic\r\nfunctions
    that have order at most 2. We then look specifically at the action of\r\nthe heat
    flow on the Gaussian analytic function (GAF). We show that applying\r\nthe heat
    flow to a GAF and then rescaling and multiplying by an exponential of\r\na quadratic
    function gives another GAF. It follows that the zeros of the GAF\r\nare invariant
    in distribution under the heat flow, up to a simple rescaling.\r\n  We then show
    that the zeros of the GAF evolve under the heat flow\r\napproximately along straight
    lines, with an error whose distribution is\r\nindependent of the starting point.
    Finally, we connect the heat flow on the GAF\r\nto the metaplectic representation
    of the double cover of the group\r\n$SL(2;\\mathbb{R}).$"
author:
- first_name: Brian
  full_name: Hall, Brian
  last_name: Hall
- first_name: Ching-Wei
  full_name: Ho, Ching-Wei
  last_name: Ho
- first_name: Jonas
  full_name: Jalowy, Jonas
  id: '113768'
  last_name: Jalowy
  orcid: 0000-0001-9624-2685
- first_name: Zakhar
  full_name: Kabluchko, Zakhar
  last_name: Kabluchko
citation:
  ama: Hall B, Ho C-W, Jalowy J, Kabluchko Z. The heat flow, GAF, and SL(2;R). <i>arXiv:230406665</i>.
    Published online 2023.
  apa: Hall, B., Ho, C.-W., Jalowy, J., &#38; Kabluchko, Z. (2023). The heat flow,
    GAF, and SL(2;R). In <i>arXiv:2304.06665</i>.
  bibtex: '@article{Hall_Ho_Jalowy_Kabluchko_2023, title={The heat flow, GAF, and
    SL(2;R)}, journal={arXiv:2304.06665}, author={Hall, Brian and Ho, Ching-Wei and
    Jalowy, Jonas and Kabluchko, Zakhar}, year={2023} }'
  chicago: Hall, Brian, Ching-Wei Ho, Jonas Jalowy, and Zakhar Kabluchko. “The Heat
    Flow, GAF, and SL(2;R).” <i>ArXiv:2304.06665</i>, 2023.
  ieee: B. Hall, C.-W. Ho, J. Jalowy, and Z. Kabluchko, “The heat flow, GAF, and SL(2;R),”
    <i>arXiv:2304.06665</i>. 2023.
  mla: Hall, Brian, et al. “The Heat Flow, GAF, and SL(2;R).” <i>ArXiv:2304.06665</i>,
    2023.
  short: B. Hall, C.-W. Ho, J. Jalowy, Z. Kabluchko, ArXiv:2304.06665 (2023).
date_created: 2025-03-31T07:15:53Z
date_updated: 2025-04-23T14:39:00Z
external_id:
  arxiv:
  - '2304.06665'
language:
- iso: eng
publication: arXiv:2304.06665
status: public
title: The heat flow, GAF, and SL(2;R)
type: preprint
user_id: '113768'
year: '2023'
...
---
_id: '59186'
abstract:
- lang: eng
  text: "<jats:title>Abstract</jats:title><jats:p>In this note we study the block
    spin mean-field Potts model, in which the spins are divided into <jats:italic>s</jats:italic>
    blocks and can take <jats:inline-formula><jats:alternatives><jats:tex-math>$$q\\ge
    2$$</jats:tex-math><mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\">\r\n
    \                 <mml:mrow>\r\n                    <mml:mi>q</mml:mi>\r\n                    <mml:mo>≥</mml:mo>\r\n
    \                   <mml:mn>2</mml:mn>\r\n                  </mml:mrow>\r\n                </mml:math></jats:alternatives></jats:inline-formula>
    different values (colors). Each block is allowed to contain a different proportion
    of vertices and behaves itself like a mean-field Ising/Potts model which also
    interacts with other blocks according to different temperatures. Of particular
    interest is the behavior of the magnetization, which counts the number of colors
    appearing in the distinct blocks. We prove central limit theorems for the magnetization
    in the generalized high-temperature regime and provide a moderate deviation principle
    for its fluctuations on lower scalings. More precisely, the magnetization concentrates
    around the uniform vector of all colors with an explicit, but singular, Gaussian
    distribution. In order to remove the singular component, we will also consider
    a rotated magnetization, which enables us to compare our results to various related
    models.</jats:p>"
article_number: '3'
author:
- first_name: Jonas
  full_name: Jalowy, Jonas
  id: '113768'
  last_name: Jalowy
  orcid: 0000-0001-9624-2685
- first_name: Matthias
  full_name: Löwe, Matthias
  last_name: Löwe
- first_name: Holger
  full_name: Sambale, Holger
  last_name: Sambale
citation:
  ama: Jalowy J, Löwe M, Sambale H. Fluctuations of the Magnetization in the Block
    Potts Model. <i>Journal of Statistical Physics</i>. 2022;187(1). doi:<a href="https://doi.org/10.1007/s10955-022-02889-4">10.1007/s10955-022-02889-4</a>
  apa: Jalowy, J., Löwe, M., &#38; Sambale, H. (2022). Fluctuations of the Magnetization
    in the Block Potts Model. <i>Journal of Statistical Physics</i>, <i>187</i>(1),
    Article 3. <a href="https://doi.org/10.1007/s10955-022-02889-4">https://doi.org/10.1007/s10955-022-02889-4</a>
  bibtex: '@article{Jalowy_Löwe_Sambale_2022, title={Fluctuations of the Magnetization
    in the Block Potts Model}, volume={187}, DOI={<a href="https://doi.org/10.1007/s10955-022-02889-4">10.1007/s10955-022-02889-4</a>},
    number={13}, journal={Journal of Statistical Physics}, publisher={Springer Science
    and Business Media LLC}, author={Jalowy, Jonas and Löwe, Matthias and Sambale,
    Holger}, year={2022} }'
  chicago: Jalowy, Jonas, Matthias Löwe, and Holger Sambale. “Fluctuations of the
    Magnetization in the Block Potts Model.” <i>Journal of Statistical Physics</i>
    187, no. 1 (2022). <a href="https://doi.org/10.1007/s10955-022-02889-4">https://doi.org/10.1007/s10955-022-02889-4</a>.
  ieee: 'J. Jalowy, M. Löwe, and H. Sambale, “Fluctuations of the Magnetization in
    the Block Potts Model,” <i>Journal of Statistical Physics</i>, vol. 187, no. 1,
    Art. no. 3, 2022, doi: <a href="https://doi.org/10.1007/s10955-022-02889-4">10.1007/s10955-022-02889-4</a>.'
  mla: Jalowy, Jonas, et al. “Fluctuations of the Magnetization in the Block Potts
    Model.” <i>Journal of Statistical Physics</i>, vol. 187, no. 1, 3, Springer Science
    and Business Media LLC, 2022, doi:<a href="https://doi.org/10.1007/s10955-022-02889-4">10.1007/s10955-022-02889-4</a>.
  short: J. Jalowy, M. Löwe, H. Sambale, Journal of Statistical Physics 187 (2022).
date_created: 2025-03-31T07:14:09Z
date_updated: 2025-04-23T14:38:45Z
doi: 10.1007/s10955-022-02889-4
intvolume: '       187'
issue: '1'
language:
- iso: eng
publication: Journal of Statistical Physics
publication_identifier:
  issn:
  - 0022-4715
  - 1572-9613
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: Fluctuations of the Magnetization in the Block Potts Model
type: journal_article
user_id: '113768'
volume: 187
year: '2022'
...
---
_id: '59185'
author:
- first_name: Jonas
  full_name: Jalowy, Jonas
  id: '113768'
  last_name: Jalowy
  orcid: 0000-0001-9624-2685
citation:
  ama: Jalowy J. Rate of convergence for products of independent non-Hermitian random
    matrices. <i>Electronic Journal of Probability</i>. 2021;26(none). doi:<a href="https://doi.org/10.1214/21-ejp625">10.1214/21-ejp625</a>
  apa: Jalowy, J. (2021). Rate of convergence for products of independent non-Hermitian
    random matrices. <i>Electronic Journal of Probability</i>, <i>26</i>(none). <a
    href="https://doi.org/10.1214/21-ejp625">https://doi.org/10.1214/21-ejp625</a>
  bibtex: '@article{Jalowy_2021, title={Rate of convergence for products of independent
    non-Hermitian random matrices}, volume={26}, DOI={<a href="https://doi.org/10.1214/21-ejp625">10.1214/21-ejp625</a>},
    number={none}, journal={Electronic Journal of Probability}, publisher={Institute
    of Mathematical Statistics}, author={Jalowy, Jonas}, year={2021} }'
  chicago: Jalowy, Jonas. “Rate of Convergence for Products of Independent Non-Hermitian
    Random Matrices.” <i>Electronic Journal of Probability</i> 26, no. none (2021).
    <a href="https://doi.org/10.1214/21-ejp625">https://doi.org/10.1214/21-ejp625</a>.
  ieee: 'J. Jalowy, “Rate of convergence for products of independent non-Hermitian
    random matrices,” <i>Electronic Journal of Probability</i>, vol. 26, no. none,
    2021, doi: <a href="https://doi.org/10.1214/21-ejp625">10.1214/21-ejp625</a>.'
  mla: Jalowy, Jonas. “Rate of Convergence for Products of Independent Non-Hermitian
    Random Matrices.” <i>Electronic Journal of Probability</i>, vol. 26, no. none,
    Institute of Mathematical Statistics, 2021, doi:<a href="https://doi.org/10.1214/21-ejp625">10.1214/21-ejp625</a>.
  short: J. Jalowy, Electronic Journal of Probability 26 (2021).
date_created: 2025-03-31T07:13:44Z
date_updated: 2025-04-23T14:38:37Z
doi: 10.1214/21-ejp625
intvolume: '        26'
issue: none
language:
- iso: eng
publication: Electronic Journal of Probability
publication_identifier:
  issn:
  - 1083-6489
publication_status: published
publisher: Institute of Mathematical Statistics
status: public
title: Rate of convergence for products of independent non-Hermitian random matrices
type: journal_article
user_id: '113768'
volume: 26
year: '2021'
...
---
_id: '59214'
author:
- first_name: Jonas
  full_name: Jalowy, Jonas
  id: '113768'
  last_name: Jalowy
  orcid: 0000-0001-9624-2685
- first_name: Matthias
  full_name: Löwe, Matthias
  last_name: Löwe
citation:
  ama: Jalowy J, Löwe M. Reconstructing a recurrent random environment from a single
    trajectory of a Random Walk in Random Environment with errors. <i>Electronic Communications
    in Probability</i>. 2021;26(none). doi:<a href="https://doi.org/10.1214/21-ecp425">10.1214/21-ecp425</a>
  apa: Jalowy, J., &#38; Löwe, M. (2021). Reconstructing a recurrent random environment
    from a single trajectory of a Random Walk in Random Environment with errors. <i>Electronic
    Communications in Probability</i>, <i>26</i>(none). <a href="https://doi.org/10.1214/21-ecp425">https://doi.org/10.1214/21-ecp425</a>
  bibtex: '@article{Jalowy_Löwe_2021, title={Reconstructing a recurrent random environment
    from a single trajectory of a Random Walk in Random Environment with errors},
    volume={26}, DOI={<a href="https://doi.org/10.1214/21-ecp425">10.1214/21-ecp425</a>},
    number={none}, journal={Electronic Communications in Probability}, publisher={Institute
    of Mathematical Statistics}, author={Jalowy, Jonas and Löwe, Matthias}, year={2021}
    }'
  chicago: Jalowy, Jonas, and Matthias Löwe. “Reconstructing a Recurrent Random Environment
    from a Single Trajectory of a Random Walk in Random Environment with Errors.”
    <i>Electronic Communications in Probability</i> 26, no. none (2021). <a href="https://doi.org/10.1214/21-ecp425">https://doi.org/10.1214/21-ecp425</a>.
  ieee: 'J. Jalowy and M. Löwe, “Reconstructing a recurrent random environment from
    a single trajectory of a Random Walk in Random Environment with errors,” <i>Electronic
    Communications in Probability</i>, vol. 26, no. none, 2021, doi: <a href="https://doi.org/10.1214/21-ecp425">10.1214/21-ecp425</a>.'
  mla: Jalowy, Jonas, and Matthias Löwe. “Reconstructing a Recurrent Random Environment
    from a Single Trajectory of a Random Walk in Random Environment with Errors.”
    <i>Electronic Communications in Probability</i>, vol. 26, no. none, Institute
    of Mathematical Statistics, 2021, doi:<a href="https://doi.org/10.1214/21-ecp425">10.1214/21-ecp425</a>.
  short: J. Jalowy, M. Löwe, Electronic Communications in Probability 26 (2021).
date_created: 2025-03-31T07:17:34Z
date_updated: 2025-04-23T14:39:18Z
doi: 10.1214/21-ecp425
intvolume: '        26'
issue: none
language:
- iso: eng
publication: Electronic Communications in Probability
publication_identifier:
  issn:
  - 1083-589X
publication_status: published
publisher: Institute of Mathematical Statistics
status: public
title: Reconstructing a recurrent random environment from a single trajectory of a
  Random Walk in Random Environment with errors
type: journal_article
user_id: '113768'
volume: 26
year: '2021'
...
---
_id: '59183'
abstract:
- lang: eng
  text: '<jats:p> The aim of this paper is to investigate the Kolmogorov distance
    of the Circular Law to the empirical spectral distribution of non-Hermitian random
    matrices with independent entries. The optimal rate of convergence is determined
    by the Ginibre ensemble and is given by [Formula: see text]. A smoothing inequality
    for complex measures that quantitatively relates the uniform Kolmogorov-like distance
    to the concentration of logarithmic potentials is shown. Combining it with results
    from Local Circular Laws, we apply it to prove nearly optimal rate of convergence
    to the Circular Law in Kolmogorov distance. Furthermore, we show that the same
    rate of convergence holds for the empirical measure of the roots of Weyl random
    polynomials. </jats:p>'
article_number: '2150026'
author:
- first_name: Friedrich
  full_name: Götze, Friedrich
  last_name: Götze
- first_name: Jonas
  full_name: Jalowy, Jonas
  id: '113768'
  last_name: Jalowy
  orcid: 0000-0001-9624-2685
citation:
  ama: 'Götze F, Jalowy J. Rate of convergence to the Circular Law via smoothing inequalities
    for log-potentials. <i>Random Matrices: Theory and Applications</i>. 2020;10(03).
    doi:<a href="https://doi.org/10.1142/s201032632150026x">10.1142/s201032632150026x</a>'
  apa: 'Götze, F., &#38; Jalowy, J. (2020). Rate of convergence to the Circular Law
    via smoothing inequalities for log-potentials. <i>Random Matrices: Theory and
    Applications</i>, <i>10</i>(03), Article 2150026. <a href="https://doi.org/10.1142/s201032632150026x">https://doi.org/10.1142/s201032632150026x</a>'
  bibtex: '@article{Götze_Jalowy_2020, title={Rate of convergence to the Circular
    Law via smoothing inequalities for log-potentials}, volume={10}, DOI={<a href="https://doi.org/10.1142/s201032632150026x">10.1142/s201032632150026x</a>},
    number={032150026}, journal={Random Matrices: Theory and Applications}, publisher={World
    Scientific Pub Co Pte Lt}, author={Götze, Friedrich and Jalowy, Jonas}, year={2020}
    }'
  chicago: 'Götze, Friedrich, and Jonas Jalowy. “Rate of Convergence to the Circular
    Law via Smoothing Inequalities for Log-Potentials.” <i>Random Matrices: Theory
    and Applications</i> 10, no. 03 (2020). <a href="https://doi.org/10.1142/s201032632150026x">https://doi.org/10.1142/s201032632150026x</a>.'
  ieee: 'F. Götze and J. Jalowy, “Rate of convergence to the Circular Law via smoothing
    inequalities for log-potentials,” <i>Random Matrices: Theory and Applications</i>,
    vol. 10, no. 03, Art. no. 2150026, 2020, doi: <a href="https://doi.org/10.1142/s201032632150026x">10.1142/s201032632150026x</a>.'
  mla: 'Götze, Friedrich, and Jonas Jalowy. “Rate of Convergence to the Circular Law
    via Smoothing Inequalities for Log-Potentials.” <i>Random Matrices: Theory and
    Applications</i>, vol. 10, no. 03, 2150026, World Scientific Pub Co Pte Lt, 2020,
    doi:<a href="https://doi.org/10.1142/s201032632150026x">10.1142/s201032632150026x</a>.'
  short: 'F. Götze, J. Jalowy, Random Matrices: Theory and Applications 10 (2020).'
date_created: 2025-03-31T07:12:18Z
date_updated: 2025-04-23T14:38:18Z
doi: 10.1142/s201032632150026x
intvolume: '        10'
issue: '03'
language:
- iso: eng
publication: 'Random Matrices: Theory and Applications'
publication_identifier:
  issn:
  - 2010-3263
  - 2010-3271
publication_status: published
publisher: World Scientific Pub Co Pte Lt
status: public
title: Rate of convergence to the Circular Law via smoothing inequalities for log-potentials
type: journal_article
user_id: '113768'
volume: 10
year: '2020'
...
