---
OA_place: publisher
OA_type: hybrid
PlanS_conform: '1'
_id: '20322'
abstract:
- lang: eng
  text: For correlated real symmetric or complex Hermitian random matrices, we prove
    that the local eigenvalue statistics at any cusp singularity are universal. Since
    the density of states typically exhibits only square root edge or cubic root cusp
    singularities, our result completes the proof of the Wigner–Dyson–Mehta universality
    conjecture in all spectral regimes for a very general class of random matrices.
    Previously only the bulk and the edge universality were established in this generality
    (Alt et al. in Ann Probab 48(2):963–1001, 2020), while cusp universality was proven
    only for Wigner-type matrices with independent entries (Cipolloni et al. in Pure
    Appl Anal 1:615–707, 2019; Erdős et al. in Commun. Math. Phys. 378:1203–1278,
    2018). As our main technical input, we prove an optimal local law at the cusp
    using the <jats:italic>Zigzag strategy</jats:italic>, a recursive tandem of the
    characteristic flow method and a Green function comparison argument. Moreover,
    our proof of the optimal local law holds uniformly in the spectrum, thus we also
    provide a significantly simplified alternative proof of the local eigenvalue universality
    in the previously studied bulk (Erdős et al. in Forum Math. Sigma 7:E8, 2019)
    and edge (Alt et al. in Ann Probab 48(2):963–1001, 2020) regimes.
acknowledgement: We thank Giorgio Cipolloni for many productive discussions and the
  anonymous referees for several useful suggestions and spotting some typos. Open
  access funding provided by Institute of Science and Technology (IST Austria).
article_number: '253'
article_processing_charge: Yes (via OA deal)
article_type: original
arxiv: 1
author:
- first_name: László
  full_name: Erdös, László
  id: 4DBD5372-F248-11E8-B48F-1D18A9856A87
  last_name: Erdös
  orcid: 0000-0001-5366-9603
- first_name: Sven Joscha
  full_name: Henheik, Sven Joscha
  id: 31d731d7-d235-11ea-ad11-b50331c8d7fb
  last_name: Henheik
  orcid: 0000-0003-1106-327X
- first_name: Volodymyr
  full_name: Riabov, Volodymyr
  id: 1949f904-edfb-11eb-afb5-e2dfddabb93b
  last_name: Riabov
citation:
  ama: Erdös L, Henheik SJ, Riabov V. Cusp universality for correlated random matrices.
    <i>Communications in Mathematical Physics</i>. 2025;406(10). doi:<a href="https://doi.org/10.1007/s00220-025-05417-z">10.1007/s00220-025-05417-z</a>
  apa: Erdös, L., Henheik, S. J., &#38; Riabov, V. (2025). Cusp universality for correlated
    random matrices. <i>Communications in Mathematical Physics</i>. Springer Nature.
    <a href="https://doi.org/10.1007/s00220-025-05417-z">https://doi.org/10.1007/s00220-025-05417-z</a>
  chicago: Erdös, László, Sven Joscha Henheik, and Volodymyr Riabov. “Cusp Universality
    for Correlated Random Matrices.” <i>Communications in Mathematical Physics</i>.
    Springer Nature, 2025. <a href="https://doi.org/10.1007/s00220-025-05417-z">https://doi.org/10.1007/s00220-025-05417-z</a>.
  ieee: L. Erdös, S. J. Henheik, and V. Riabov, “Cusp universality for correlated
    random matrices,” <i>Communications in Mathematical Physics</i>, vol. 406, no.
    10. Springer Nature, 2025.
  ista: Erdös L, Henheik SJ, Riabov V. 2025. Cusp universality for correlated random
    matrices. Communications in Mathematical Physics. 406(10), 253.
  mla: Erdös, László, et al. “Cusp Universality for Correlated Random Matrices.” <i>Communications
    in Mathematical Physics</i>, vol. 406, no. 10, 253, Springer Nature, 2025, doi:<a
    href="https://doi.org/10.1007/s00220-025-05417-z">10.1007/s00220-025-05417-z</a>.
  short: L. Erdös, S.J. Henheik, V. Riabov, Communications in Mathematical Physics
    406 (2025).
corr_author: '1'
date_created: 2025-09-10T05:38:17Z
date_published: 2025-09-01T00:00:00Z
date_updated: 2026-04-07T12:32:19Z
day: '01'
ddc:
- '510'
department:
- _id: LaEr
doi: 10.1007/s00220-025-05417-z
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  - '2410.06813'
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month: '09'
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oa_version: Published Version
publication: Communications in Mathematical Physics
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publication_status: published
publisher: Springer Nature
quality_controlled: '1'
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title: Cusp universality for correlated random matrices
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abstract:
- lang: eng
  text: We prove that a very general class of $N\times N$ Hermitian random band matrices
    is in the delocalized phase when the band width $W$ exceeds the critical threshold,
    $W\gg \sqrt{N}$. In this regime, we show that, in the bulk spectrum, the eigenfunctions
    are fully delocalized, the eigenvalues follow the universal Wigner-Dyson statistics,
    and quantum unique ergodicity holds for general diagonal observables with an optimal
    convergence rate. Our results are valid for general variance profiles, arbitrary
    single entry distributions, in both real-symmetric and complex-Hermitian symmetry
    classes. In particular, our work substantially generalizes the recent breakthrough
    result of Yau and Yin [arXiv:2501.01718], obtained for a specific complex Hermitian
    Gaussian block band matrix. The main technical input is the optimal multi-resolvent
    local laws -- both in the averaged and fully isotropic form. We also generalize
    the $\sqrtη$-rule from [arXiv:2012.13215] to exploit the additional effect of
    traceless observables. Our analysis is based on the zigzag strategy, complemented
    with a new global-scale estimate derived using the static version of the master
    inequalities, while the zig-step and the a priori estimates on the deterministic
    approximations are proven dynamically.
acknowledgement: " Supported by the ERC\r\nAdvanced Grant ”RMTBeyond” No. 101020331."
article_processing_charge: No
author:
- first_name: László
  full_name: Erdös, László
  id: 4DBD5372-F248-11E8-B48F-1D18A9856A87
  last_name: Erdös
  orcid: 0000-0001-5366-9603
- first_name: Volodymyr
  full_name: Riabov, Volodymyr
  id: 1949f904-edfb-11eb-afb5-e2dfddabb93b
  last_name: Riabov
citation:
  ama: Erdös L, Riabov V. The zigzag strategy for random band matrices. <i>arXiv</i>.
    doi:<a href="https://doi.org/10.48550/ARXIV.2506.06441">10.48550/ARXIV.2506.06441</a>
  apa: Erdös, L., &#38; Riabov, V. (n.d.). The zigzag strategy for random band matrices.
    <i>arXiv</i>. <a href="https://doi.org/10.48550/ARXIV.2506.06441">https://doi.org/10.48550/ARXIV.2506.06441</a>
  chicago: Erdös, László, and Volodymyr Riabov. “The Zigzag Strategy for Random Band
    Matrices.” <i>ArXiv</i>, n.d. <a href="https://doi.org/10.48550/ARXIV.2506.06441">https://doi.org/10.48550/ARXIV.2506.06441</a>.
  ieee: L. Erdös and V. Riabov, “The zigzag strategy for random band matrices,” <i>arXiv</i>.
    .
  ista: Erdös L, Riabov V. The zigzag strategy for random band matrices. arXiv, <a
    href="https://doi.org/10.48550/ARXIV.2506.06441">10.48550/ARXIV.2506.06441</a>.
  mla: Erdös, László, and Volodymyr Riabov. “The Zigzag Strategy for Random Band Matrices.”
    <i>ArXiv</i>, doi:<a href="https://doi.org/10.48550/ARXIV.2506.06441">10.48550/ARXIV.2506.06441</a>.
  short: L. Erdös, V. Riabov, ArXiv (n.d.).
corr_author: '1'
date_created: 2025-10-29T19:09:03Z
date_published: 2025-06-06T00:00:00Z
date_updated: 2026-04-07T12:32:19Z
day: '06'
department:
- _id: GradSch
- _id: LaEr
doi: 10.48550/ARXIV.2506.06441
ec_funded: 1
language:
- iso: eng
main_file_link:
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month: '06'
oa: 1
oa_version: Preprint
project:
- _id: 62796744-2b32-11ec-9570-940b20777f1d
  call_identifier: H2020
  grant_number: '101020331'
  name: Random matrices beyond Wigner-Dyson-Mehta
publication: arXiv
publication_status: draft
related_material:
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status: public
title: The zigzag strategy for random band matrices
type: preprint
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
year: '2025'
...
---
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_id: '20575'
abstract:
- lang: eng
  text: "This thesis deals with eigenvalue and eigenvector universality results for
    random matrix ensembles equipped with non-trivial spatial structure. We consider
    both mean-field models with a general variance profile (Wigner-type matrices)
    and correlation structure (correlated matrices) among the entries, as well as
    non-mean-field random band matrices with bandwidth W >> N^(1/2).\r\n\r\nTo extract
    the universal properties of random matrix spectra and eigenvectors, we obtain
    concentration estimates for their resolvent, the local laws, which generalize
    the celebrated Wigner semicircle law for a broad class of random matrices to much
    finer spectral scales. The local laws hold for both a single resolvent as well
    as for products of multiple resolvents, known as resolvent chains, and express
    the remarkable approximately-deterministic behavior of these objects down to the
    microscopic scale.\r\n\r\nOur primary tool for establishing the local laws is
    the dynamical Zigzag strategy, which we develop in the setting of spatially-inhomogeneous
    random matrices. Our proof method systematically addresses the challenges arising
    from non-trivial spatial structures and is robust to all types of singularities
    in the spectrum, as we demonstrate in the correlated setting. Furthermore, we
    incorporate the analysis of the deterministic resolvent chain approximations into
    the dynamical framework of the Zigzag strategy, synthesizing a unified toolkit
    for establishing multi-resolvent local laws.\r\n\r\nUsing these methods, we prove
    complete eigenvector delocalization, the Eigenstate Thermalization Hypothesis,
    and Wigner-Dyson universality in the bulk for random band matrices down to the
    optimal bandwidth W >> N^(1/2). For mean-field ensembles, we establish universality
    of local eigenvalue statistics at the cups for random matrices with correlated
    entries, and the Eigenstate Thermalization Hypothesis for Wigner-type matrices
    in the bulk of the spectrum.\r\n\r\nFinally, this thesis also contains other applications
    of the multi-resolvent local laws to spatially-inhomogeneous random matrices,
    obtained prior to the development of the Zigzag strategy. In particular, we provide
    a complete analysis of mesoscopic linear-eigenvalue statistics of Wigner-type
    matrices in all spectral regimes, including the novel cusps, and rigorously establish
    the prethermalization phenomenon for deformed Wigner matrices.\r\n\r\nThe main
    body of this thesis consists of seven research papers (listed on page xi), each
    presented in a separate chapter with its own introduction and all relevant context,
    suitable to be read independently. We ask the reader’s indulgence for the repetitions
    in the historical overviews and other minor redundancies that remain among the
    chapters as a result. The overall Introduction, preceding the chapters, provides
    a condensed, informal summary of the main ideas and concepts at the core of these
    works.\r\n"
acknowledgement: "The work comprising this thesis was supported by the ERC Advanced
  Grant \"RMTBeyond\"\r\nNo.101020331 awarded to my advisor."
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Volodymyr
  full_name: Riabov, Volodymyr
  id: 1949f904-edfb-11eb-afb5-e2dfddabb93b
  last_name: Riabov
citation:
  ama: Riabov V. Universality in random matrices with spatial structure. 2025. doi:<a
    href="https://doi.org/10.15479/AT-ISTA-20575">10.15479/AT-ISTA-20575</a>
  apa: Riabov, V. (2025). <i>Universality in random matrices with spatial structure</i>.
    Institute of Science and Technology Austria. <a href="https://doi.org/10.15479/AT-ISTA-20575">https://doi.org/10.15479/AT-ISTA-20575</a>
  chicago: Riabov, Volodymyr. “Universality in Random Matrices with Spatial Structure.”
    Institute of Science and Technology Austria, 2025. <a href="https://doi.org/10.15479/AT-ISTA-20575">https://doi.org/10.15479/AT-ISTA-20575</a>.
  ieee: V. Riabov, “Universality in random matrices with spatial structure,” Institute
    of Science and Technology Austria, 2025.
  ista: Riabov V. 2025. Universality in random matrices with spatial structure. Institute
    of Science and Technology Austria.
  mla: Riabov, Volodymyr. <i>Universality in Random Matrices with Spatial Structure</i>.
    Institute of Science and Technology Austria, 2025, doi:<a href="https://doi.org/10.15479/AT-ISTA-20575">10.15479/AT-ISTA-20575</a>.
  short: V. Riabov, Universality in Random Matrices with Spatial Structure, Institute
    of Science and Technology Austria, 2025.
corr_author: '1'
date_created: 2025-10-29T19:12:24Z
date_published: 2025-11-03T00:00:00Z
date_updated: 2026-04-07T12:32:20Z
day: '3'
ddc:
- '515'
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degree_awarded: PhD
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- _id: LaEr
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  call_identifier: H2020
  grant_number: '101020331'
  name: Random matrices beyond Wigner-Dyson-Mehta
publication_identifier:
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  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
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supervisor:
- first_name: László
  full_name: Erdös, László
  id: 4DBD5372-F248-11E8-B48F-1D18A9856A87
  last_name: Erdös
  orcid: 0000-0001-5366-9603
title: Universality in random matrices with spatial structure
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  short: CC BY (4.0)
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
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_id: '19598'
abstract:
- lang: eng
  text: We establish universal Gaussian fluctuations for the mesoscopic linear eigenvalue
    statistics in the vicinity of the cusp-like singularities of the limiting spectral
    density for Wigner-type random matrices. Prior to this work, the linear eigenvalue
    statistics at the cusp-like singularities were not studied in any ensemble. Our
    analysis covers not only the exact cusps but the entire transitionary regime from
    the square-root singularity at a regular edge through the sharp cusp to the bulk.
    We identify a new one-parameter family of functionals that govern the limiting
    bias and variance, continuously interpolating between the previously known formulas
    in the bulk and at a regular edge. Since cusps are the only possible singularities
    besides the regular edges, our result gives a complete description of the linear
    eigenvalue statistics in all regimes.
acknowledgement: I would like to express my gratitude to László Erdős for his careful
  guidance and supervision of my work. I am also thankful to Jana Reker and Joscha
  Henheik for many helpful discussions. Open access funding provided by Institute
  of Science and Technology (IST Austria).
article_processing_charge: Yes (via OA deal)
article_type: original
arxiv: 1
author:
- first_name: Volodymyr
  full_name: Riabov, Volodymyr
  id: 1949f904-edfb-11eb-afb5-e2dfddabb93b
  last_name: Riabov
citation:
  ama: Riabov V. Linear Eigenvalue statistics at the cusp. <i>Probability Theory and
    Related Fields</i>. 2025;193:1183-1237. doi:<a href="https://doi.org/10.1007/s00440-025-01373-w">10.1007/s00440-025-01373-w</a>
  apa: Riabov, V. (2025). Linear Eigenvalue statistics at the cusp. <i>Probability
    Theory and Related Fields</i>. Springer Nature. <a href="https://doi.org/10.1007/s00440-025-01373-w">https://doi.org/10.1007/s00440-025-01373-w</a>
  chicago: Riabov, Volodymyr. “Linear Eigenvalue Statistics at the Cusp.” <i>Probability
    Theory and Related Fields</i>. Springer Nature, 2025. <a href="https://doi.org/10.1007/s00440-025-01373-w">https://doi.org/10.1007/s00440-025-01373-w</a>.
  ieee: V. Riabov, “Linear Eigenvalue statistics at the cusp,” <i>Probability Theory
    and Related Fields</i>, vol. 193. Springer Nature, pp. 1183–1237, 2025.
  ista: Riabov V. 2025. Linear Eigenvalue statistics at the cusp. Probability Theory
    and Related Fields. 193, 1183–1237.
  mla: Riabov, Volodymyr. “Linear Eigenvalue Statistics at the Cusp.” <i>Probability
    Theory and Related Fields</i>, vol. 193, Springer Nature, 2025, pp. 1183–237,
    doi:<a href="https://doi.org/10.1007/s00440-025-01373-w">10.1007/s00440-025-01373-w</a>.
  short: V. Riabov, Probability Theory and Related Fields 193 (2025) 1183–1237.
corr_author: '1'
date_created: 2025-04-20T22:01:28Z
date_published: 2025-12-01T00:00:00Z
date_updated: 2026-04-07T12:32:19Z
day: '01'
ddc:
- '510'
department:
- _id: LaEr
doi: 10.1007/s00440-025-01373-w
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publication_identifier:
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publication_status: published
publisher: Springer Nature
quality_controlled: '1'
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title: Linear Eigenvalue statistics at the cusp
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OA_place: publisher
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_id: '18112'
abstract:
- lang: eng
  text: 'It is conjectured that the only integrable metrics on the two-dimensional
    torus are Liouville metrics. In this paper, we study a deformative version of
    this conjecture: we consider integrable deformations of a non-flat Liouville metric
    in a conformal class and show that for a fairly large class of such deformations,
    the deformed metric is again Liouville. The principal idea of the argument is
    that the preservation of rational invariant tori in the foliation of the phase
    space forces a linear combination on the Fourier coefficients of the deformation
    to vanish. Showing that the resulting linear system is non-degenerate will then
    yield the claim. Since our method of proof immediately carries over to higher
    dimensional tori, we obtain analogous statements in this more general case. To
    put our results in perspective, we review existing results about integrable metrics
    on the torus.'
acknowledgement: I am very grateful to Vadim Kaloshin for suggesting the topic, his
  guidance during this project, and many helpful comments on an earlier version of
  the manuscript. Moreover, I would like to thank Comlan Edmond Koudjinan and Volodymyr
  Riabov for interesting discussions. Partial financial support by the ERC Advanced
  Grant ‘RMTBeyond’ No. 101020331 is gratefully acknowledged. This project received
  funding from the European Research Council (ERC) ERC Grant No. 885707.
article_processing_charge: Yes (via OA deal)
article_type: original
author:
- first_name: Sven Joscha
  full_name: Henheik, Sven Joscha
  id: 31d731d7-d235-11ea-ad11-b50331c8d7fb
  last_name: Henheik
  orcid: 0000-0003-1106-327X
citation:
  ama: Henheik SJ. Deformational rigidity of integrable metrics on the torus. <i>Ergodic
    Theory and Dynamical Systems</i>. 2025;45(2):467-503. doi:<a href="https://doi.org/10.1017/etds.2024.48">10.1017/etds.2024.48</a>
  apa: Henheik, S. J. (2025). Deformational rigidity of integrable metrics on the
    torus. <i>Ergodic Theory and Dynamical Systems</i>. Cambridge University Press.
    <a href="https://doi.org/10.1017/etds.2024.48">https://doi.org/10.1017/etds.2024.48</a>
  chicago: Henheik, Sven Joscha. “Deformational Rigidity of Integrable Metrics on
    the Torus.” <i>Ergodic Theory and Dynamical Systems</i>. Cambridge University
    Press, 2025. <a href="https://doi.org/10.1017/etds.2024.48">https://doi.org/10.1017/etds.2024.48</a>.
  ieee: S. J. Henheik, “Deformational rigidity of integrable metrics on the torus,”
    <i>Ergodic Theory and Dynamical Systems</i>, vol. 45, no. 2. Cambridge University
    Press, pp. 467–503, 2025.
  ista: Henheik SJ. 2025. Deformational rigidity of integrable metrics on the torus.
    Ergodic Theory and Dynamical Systems. 45(2), 467–503.
  mla: Henheik, Sven Joscha. “Deformational Rigidity of Integrable Metrics on the
    Torus.” <i>Ergodic Theory and Dynamical Systems</i>, vol. 45, no. 2, Cambridge
    University Press, 2025, pp. 467–503, doi:<a href="https://doi.org/10.1017/etds.2024.48">10.1017/etds.2024.48</a>.
  short: S.J. Henheik, Ergodic Theory and Dynamical Systems 45 (2025) 467–503.
corr_author: '1'
date_created: 2024-09-22T22:01:43Z
date_published: 2025-02-01T00:00:00Z
date_updated: 2026-04-07T12:37:10Z
day: '01'
ddc:
- '510'
department:
- _id: LaEr
doi: 10.1017/etds.2024.48
ec_funded: 1
external_id:
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month: '02'
oa: 1
oa_version: Published Version
page: 467-503
project:
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  call_identifier: H2020
  grant_number: '101020331'
  name: Random matrices beyond Wigner-Dyson-Mehta
- _id: 9B8B92DE-BA93-11EA-9121-9846C619BF3A
  call_identifier: H2020
  grant_number: '885707'
  name: Spectral rigidity and integrability for billiards and geodesic flows
publication: Ergodic Theory and Dynamical Systems
publication_identifier:
  eissn:
  - 1469-4417
  issn:
  - 0143-3857
publication_status: published
publisher: Cambridge University Press
quality_controlled: '1'
related_material:
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  - id: '19540'
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    status: public
scopus_import: '1'
status: public
title: Deformational rigidity of integrable metrics on the torus
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 45
year: '2025'
...
---
OA_place: publisher
OA_type: hybrid
_id: '19001'
abstract:
- lang: eng
  text: We consider two Hamiltonians that are close to each other, H1≈H2, and analyze
    the time-decay of the corresponding Loschmidt echo M(t):=|⟨ψ0,eitH2e−itH1ψ0⟩|2
    that expresses the effect of an imperfect time reversal on the initial state ψ0.
    Our model Hamiltonians are deformed Wigner matrices that do not share a common
    eigenbasis. The main tools for our results are two-resolvent laws for such H1
    and H2.
acknowledgement: We thank Giorgio Cipolloni for helpful discussions in a closely related
  joint project. Open access funding provided by Institute of Science and Technology
  (IST Austria). All authors were supported by the ERC Advanced Grant “RMTBeyond”
  No. 101020331.
article_number: '14'
article_processing_charge: Yes (via OA deal)
article_type: original
arxiv: 1
author:
- first_name: László
  full_name: Erdös, László
  id: 4DBD5372-F248-11E8-B48F-1D18A9856A87
  last_name: Erdös
  orcid: 0000-0001-5366-9603
- first_name: Sven Joscha
  full_name: Henheik, Sven Joscha
  id: 31d731d7-d235-11ea-ad11-b50331c8d7fb
  last_name: Henheik
  orcid: 0000-0003-1106-327X
- first_name: Oleksii
  full_name: Kolupaiev, Oleksii
  id: 149b70d4-896a-11ed-bdf8-8c63fd44ca61
  last_name: Kolupaiev
  orcid: 0000-0003-1491-4623
citation:
  ama: Erdös L, Henheik SJ, Kolupaiev O. Loschmidt echo for deformed Wigner matrices.
    <i>Letters in Mathematical Physics</i>. 2025;115. doi:<a href="https://doi.org/10.1007/s11005-025-01904-5">10.1007/s11005-025-01904-5</a>
  apa: Erdös, L., Henheik, S. J., &#38; Kolupaiev, O. (2025). Loschmidt echo for deformed
    Wigner matrices. <i>Letters in Mathematical Physics</i>. Springer Nature. <a href="https://doi.org/10.1007/s11005-025-01904-5">https://doi.org/10.1007/s11005-025-01904-5</a>
  chicago: Erdös, László, Sven Joscha Henheik, and Oleksii Kolupaiev. “Loschmidt Echo
    for Deformed Wigner Matrices.” <i>Letters in Mathematical Physics</i>. Springer
    Nature, 2025. <a href="https://doi.org/10.1007/s11005-025-01904-5">https://doi.org/10.1007/s11005-025-01904-5</a>.
  ieee: L. Erdös, S. J. Henheik, and O. Kolupaiev, “Loschmidt echo for deformed Wigner
    matrices,” <i>Letters in Mathematical Physics</i>, vol. 115. Springer Nature,
    2025.
  ista: Erdös L, Henheik SJ, Kolupaiev O. 2025. Loschmidt echo for deformed Wigner
    matrices. Letters in Mathematical Physics. 115, 14.
  mla: Erdös, László, et al. “Loschmidt Echo for Deformed Wigner Matrices.” <i>Letters
    in Mathematical Physics</i>, vol. 115, 14, Springer Nature, 2025, doi:<a href="https://doi.org/10.1007/s11005-025-01904-5">10.1007/s11005-025-01904-5</a>.
  short: L. Erdös, S.J. Henheik, O. Kolupaiev, Letters in Mathematical Physics 115
    (2025).
corr_author: '1'
date_created: 2025-02-05T06:48:29Z
date_published: 2025-01-30T00:00:00Z
date_updated: 2026-04-07T12:37:10Z
day: '30'
ddc:
- '510'
department:
- _id: LaEr
doi: 10.1007/s11005-025-01904-5
ec_funded: 1
external_id:
  arxiv:
  - '2410.08108'
  isi:
  - '001409618800002'
  pmid:
  - '39896265'
file:
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  checksum: ee07edf5f85a6f2651926b2f8760af74
  content_type: application/pdf
  creator: dernst
  date_created: 2025-02-05T07:01:40Z
  date_updated: 2025-02-05T07:01:40Z
  file_id: '19004'
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  relation: main_file
  success: 1
file_date_updated: 2025-02-05T07:01:40Z
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intvolume: '       115'
isi: 1
language:
- iso: eng
month: '01'
oa: 1
oa_version: Published Version
pmid: 1
project:
- _id: 62796744-2b32-11ec-9570-940b20777f1d
  call_identifier: H2020
  grant_number: '101020331'
  name: Random matrices beyond Wigner-Dyson-Mehta
publication: Letters in Mathematical Physics
publication_identifier:
  issn:
  - 1573-0530
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
related_material:
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  - id: '19540'
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    status: public
scopus_import: '1'
status: public
title: Loschmidt echo for deformed Wigner matrices
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 115
year: '2025'
...
---
OA_place: publisher
OA_type: hybrid
_id: '18764'
abstract:
- lang: eng
  text: We prove that a class of weakly perturbed Hamiltonians of the form H_λ= H_0
    + λW, with W being a Wigner matrix, exhibits prethermalization. That is, the time
    evolution generated by H_λ relaxes to its ultimate thermal state via an intermediate
    prethermal state with a lifetime of order λ^{-2}. Moreover, we obtain a general
    relaxation formula, expressing the perturbed dynamics via the unperturbed dynamics
    and the ultimate thermal state. The proof relies on a two-resolvent law for the
    deformed Wigner matrix H_λ.
acknowledgement: "All authors were supported by the ERC Advanced Grant “RMTBeyond”
  No. 101020331.\r\nJ.R. was additionally supported by the ERC Advanced Grant “LDRaM”
  No. 884584.\r\nWe thank Peter Reimann and Lennart Dabelow for helpful comments.
  Open access funding provided by Institute of Science and Technology (IST Austria)."
article_processing_charge: Yes (via OA deal)
article_type: original
arxiv: 1
author:
- first_name: László
  full_name: Erdös, László
  id: 4DBD5372-F248-11E8-B48F-1D18A9856A87
  last_name: Erdös
  orcid: 0000-0001-5366-9603
- first_name: Sven Joscha
  full_name: Henheik, Sven Joscha
  id: 31d731d7-d235-11ea-ad11-b50331c8d7fb
  last_name: Henheik
  orcid: 0000-0003-1106-327X
- first_name: Jana
  full_name: Reker, Jana
  id: e796e4f9-dc8d-11ea-abe3-97e26a0323e9
  last_name: Reker
- first_name: Volodymyr
  full_name: Riabov, Volodymyr
  id: 1949f904-edfb-11eb-afb5-e2dfddabb93b
  last_name: Riabov
citation:
  ama: Erdös L, Henheik SJ, Reker J, Riabov V. Prethermalization for deformed Wigner
    matrices. <i>Annales Henri Poincare</i>. 2025;26:1991-2033. doi:<a href="https://doi.org/10.1007/s00023-024-01518-y">10.1007/s00023-024-01518-y</a>
  apa: Erdös, L., Henheik, S. J., Reker, J., &#38; Riabov, V. (2025). Prethermalization
    for deformed Wigner matrices. <i>Annales Henri Poincare</i>. Springer Nature.
    <a href="https://doi.org/10.1007/s00023-024-01518-y">https://doi.org/10.1007/s00023-024-01518-y</a>
  chicago: Erdös, László, Sven Joscha Henheik, Jana Reker, and Volodymyr Riabov. “Prethermalization
    for Deformed Wigner Matrices.” <i>Annales Henri Poincare</i>. Springer Nature,
    2025. <a href="https://doi.org/10.1007/s00023-024-01518-y">https://doi.org/10.1007/s00023-024-01518-y</a>.
  ieee: L. Erdös, S. J. Henheik, J. Reker, and V. Riabov, “Prethermalization for deformed
    Wigner matrices,” <i>Annales Henri Poincare</i>, vol. 26. Springer Nature, pp.
    1991–2033, 2025.
  ista: Erdös L, Henheik SJ, Reker J, Riabov V. 2025. Prethermalization for deformed
    Wigner matrices. Annales Henri Poincare. 26, 1991–2033.
  mla: Erdös, László, et al. “Prethermalization for Deformed Wigner Matrices.” <i>Annales
    Henri Poincare</i>, vol. 26, Springer Nature, 2025, pp. 1991–2033, doi:<a href="https://doi.org/10.1007/s00023-024-01518-y">10.1007/s00023-024-01518-y</a>.
  short: L. Erdös, S.J. Henheik, J. Reker, V. Riabov, Annales Henri Poincare 26 (2025)
    1991–2033.
corr_author: '1'
date_created: 2025-01-05T23:01:59Z
date_published: 2025-06-01T00:00:00Z
date_updated: 2026-04-07T12:37:11Z
day: '01'
ddc:
- '510'
department:
- _id: LaEr
doi: 10.1007/s00023-024-01518-y
ec_funded: 1
external_id:
  arxiv:
  - '2310.06677'
  isi:
  - '001385326500001'
file:
- access_level: open_access
  checksum: 49e6a934db540206f7eaa0c798553ded
  content_type: application/pdf
  creator: dernst
  date_created: 2025-06-25T05:38:34Z
  date_updated: 2025-06-25T05:38:34Z
  file_id: '19895'
  file_name: 2025_AnnalesHenriPoincare_Erdoes.pdf
  file_size: 977773
  relation: main_file
  success: 1
file_date_updated: 2025-06-25T05:38:34Z
has_accepted_license: '1'
intvolume: '        26'
isi: 1
language:
- iso: eng
month: '06'
oa: 1
oa_version: Published Version
page: 1991-2033
project:
- _id: 62796744-2b32-11ec-9570-940b20777f1d
  call_identifier: H2020
  grant_number: '101020331'
  name: Random matrices beyond Wigner-Dyson-Mehta
publication: Annales Henri Poincare
publication_identifier:
  issn:
  - 1424-0637
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
related_material:
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    relation: dissertation_contains
    status: public
scopus_import: '1'
status: public
title: Prethermalization for deformed Wigner matrices
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 26
year: '2025'
...
---
OA_place: repository
_id: '19552'
abstract:
- lang: eng
  text: "Particle creation terms in quantum Hamiltonians are usually ultraviolet\r\ndivergent
    and thus mathematically ill defined. A rather novel way of solving\r\nthis problem
    is based on imposing so-called interior-boundary conditions on the\r\nwave function.
    Previous papers showed that this approach works in the\r\nnon-relativistic regime,
    but particle creation is mostly relevant in the\r\nrelativistic case after all.
    In flat relativistic space-time (that is,\r\nneglecting gravity), the approach
    was previously found to work only for certain\r\nsomewhat artificial cases. Here,
    as a way of taking gravity into account, we\r\nconsider curved space-time, specifically
    the super-critical\r\nReissner-Nordstr\\\"om space-time, which features a naked
    timelike singularity.\r\nWe find that the interior-boundary approach works fully
    in this setting; in\r\nparticular, we prove rigorously the existence of well-defined,
    self-adjoint\r\nHamiltonians with particle creation at the singularity, based
    on\r\ninterior-boundary conditions. We also non-rigorously analyze the asymptotic\r\nbehavior
    of the Bohmian trajectories and construct the corresponding Bohm-Bell\r\nprocess
    of particle creation, motion, and annihilation. The upshot is that in\r\nquantum
    physics, a naked space-time singularity need not lead to a breakdown of\r\nphysical
    laws, but on the contrary allows for boundary conditions governing\r\nwhat comes
    out of the singularity and thereby removing the ultraviolet\r\ndivergence."
acknowledgement: "JH gratefully acknowledges partial financial support by the ERC
  Advanced\r\nGrant “RMTBeyond” No. 101020331."
article_processing_charge: No
arxiv: 1
author:
- first_name: Sven Joscha
  full_name: Henheik, Sven Joscha
  id: 31d731d7-d235-11ea-ad11-b50331c8d7fb
  last_name: Henheik
  orcid: 0000-0003-1106-327X
- first_name: Bipul
  full_name: Poudyal, Bipul
  last_name: Poudyal
- first_name: Roderich
  full_name: Tumulka, Roderich
  last_name: Tumulka
citation:
  ama: Henheik SJ, Poudyal B, Tumulka R. How a space-time singularity helps remove
    the ultraviolet divergence problem. <i>arXiv</i>. doi:<a href="https://doi.org/10.48550/arXiv.2409.00677">10.48550/arXiv.2409.00677</a>
  apa: Henheik, S. J., Poudyal, B., &#38; Tumulka, R. (n.d.). How a space-time singularity
    helps remove the ultraviolet divergence problem. <i>arXiv</i>. <a href="https://doi.org/10.48550/arXiv.2409.00677">https://doi.org/10.48550/arXiv.2409.00677</a>
  chicago: Henheik, Sven Joscha, Bipul Poudyal, and Roderich Tumulka. “How a Space-Time
    Singularity Helps Remove the Ultraviolet Divergence Problem.” <i>ArXiv</i>, n.d.
    <a href="https://doi.org/10.48550/arXiv.2409.00677">https://doi.org/10.48550/arXiv.2409.00677</a>.
  ieee: S. J. Henheik, B. Poudyal, and R. Tumulka, “How a space-time singularity helps
    remove the ultraviolet divergence problem,” <i>arXiv</i>. .
  ista: Henheik SJ, Poudyal B, Tumulka R. How a space-time singularity helps remove
    the ultraviolet divergence problem. arXiv, <a href="https://doi.org/10.48550/arXiv.2409.00677">10.48550/arXiv.2409.00677</a>.
  mla: Henheik, Sven Joscha, et al. “How a Space-Time Singularity Helps Remove the
    Ultraviolet Divergence Problem.” <i>ArXiv</i>, doi:<a href="https://doi.org/10.48550/arXiv.2409.00677">10.48550/arXiv.2409.00677</a>.
  short: S.J. Henheik, B. Poudyal, R. Tumulka, ArXiv (n.d.).
corr_author: '1'
date_created: 2025-04-11T12:07:25Z
date_published: 2025-02-28T00:00:00Z
date_updated: 2026-04-07T12:37:11Z
day: '28'
department:
- _id: LaEr
doi: 10.48550/arXiv.2409.00677
ec_funded: 1
external_id:
  arxiv:
  - '2409.00677'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.2409.00677
month: '02'
oa: 1
oa_version: Preprint
project:
- _id: 62796744-2b32-11ec-9570-940b20777f1d
  call_identifier: H2020
  grant_number: '101020331'
  name: Random matrices beyond Wigner-Dyson-Mehta
publication: arXiv
publication_status: draft
related_material:
  record:
  - id: '19540'
    relation: dissertation_contains
    status: public
status: public
title: How a space-time singularity helps remove the ultraviolet divergence problem
type: preprint
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
year: '2025'
...
---
OA_place: repository
_id: '19546'
abstract:
- lang: eng
  text: "We study the sensitivity of the eigenvectors of random matrices, showing
    that\r\neven small perturbations make the eigenvectors almost orthogonal. More\r\nprecisely,
    we consider two deformed Wigner matrices $W+D_1$, $W+D_2$ and show\r\nthat their
    bulk eigenvectors become asymptotically orthogonal as soon as\r\n$\\mathrm{Tr}(D_1-D_2)^2\\gg
    1$, or their respective energies are separated on a\r\nscale much bigger than
    the local eigenvalue spacing. Furthermore, we show that\r\nquadratic forms of
    eigenvectors of $W+D_1$, $W+D_2$ with any deterministic\r\nmatrix $A\\in\\mathbf{C}^{N\\times
    N}$ in a specific subspace of codimension one\r\nare of size $N^{-1/2}$. This
    proves a generalization of the Eigenstate\r\nThermalization Hypothesis to eigenvectors
    belonging to two different spectral\r\nfamilies."
acknowledgement: Supported by the ERC Advanced Grant “RMTBeyond” No. 101020331.
article_processing_charge: No
arxiv: 1
author:
- first_name: Giorgio
  full_name: Cipolloni, Giorgio
  id: 42198EFA-F248-11E8-B48F-1D18A9856A87
  last_name: Cipolloni
  orcid: 0000-0002-4901-7992
- first_name: László
  full_name: Erdös, László
  id: 4DBD5372-F248-11E8-B48F-1D18A9856A87
  last_name: Erdös
  orcid: 0000-0001-5366-9603
- first_name: Sven Joscha
  full_name: Henheik, Sven Joscha
  id: 31d731d7-d235-11ea-ad11-b50331c8d7fb
  last_name: Henheik
  orcid: 0000-0003-1106-327X
- first_name: Oleksii
  full_name: Kolupaiev, Oleksii
  id: 149b70d4-896a-11ed-bdf8-8c63fd44ca61
  last_name: Kolupaiev
  orcid: 0000-0003-1491-4623
citation:
  ama: Cipolloni G, Erdös L, Henheik SJ, Kolupaiev O. Eigenvector decorrelation for
    random matrices. <i>arXiv</i>. doi:<a href="https://doi.org/10.48550/arXiv.2410.10718">10.48550/arXiv.2410.10718</a>
  apa: Cipolloni, G., Erdös, L., Henheik, S. J., &#38; Kolupaiev, O. (n.d.). Eigenvector
    decorrelation for random matrices. <i>arXiv</i>. <a href="https://doi.org/10.48550/arXiv.2410.10718">https://doi.org/10.48550/arXiv.2410.10718</a>
  chicago: Cipolloni, Giorgio, László Erdös, Sven Joscha Henheik, and Oleksii Kolupaiev.
    “Eigenvector Decorrelation for Random Matrices.” <i>ArXiv</i>, n.d. <a href="https://doi.org/10.48550/arXiv.2410.10718">https://doi.org/10.48550/arXiv.2410.10718</a>.
  ieee: G. Cipolloni, L. Erdös, S. J. Henheik, and O. Kolupaiev, “Eigenvector decorrelation
    for random matrices,” <i>arXiv</i>. .
  ista: Cipolloni G, Erdös L, Henheik SJ, Kolupaiev O. Eigenvector decorrelation for
    random matrices. arXiv, <a href="https://doi.org/10.48550/arXiv.2410.10718">10.48550/arXiv.2410.10718</a>.
  mla: Cipolloni, Giorgio, et al. “Eigenvector Decorrelation for Random Matrices.”
    <i>ArXiv</i>, doi:<a href="https://doi.org/10.48550/arXiv.2410.10718">10.48550/arXiv.2410.10718</a>.
  short: G. Cipolloni, L. Erdös, S.J. Henheik, O. Kolupaiev, ArXiv (n.d.).
corr_author: '1'
date_created: 2025-04-11T08:34:49Z
date_published: 2025-01-30T00:00:00Z
date_updated: 2026-04-07T12:37:11Z
day: '30'
department:
- _id: LaEr
doi: 10.48550/arXiv.2410.10718
ec_funded: 1
external_id:
  arxiv:
  - '2410.10718'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.2410.10718
month: '01'
oa: 1
oa_version: Preprint
project:
- _id: 62796744-2b32-11ec-9570-940b20777f1d
  call_identifier: H2020
  grant_number: '101020331'
  name: Random matrices beyond Wigner-Dyson-Mehta
publication: arXiv
publication_status: draft
related_material:
  record:
  - id: '19540'
    relation: dissertation_contains
    status: public
status: public
title: Eigenvector decorrelation for random matrices
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: preprint
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
year: '2025'
...
---
OA_place: publisher
_id: '19540'
abstract:
- lang: eng
  text: "This thesis deals with several different models for complex quantum mechanical
    systems and is structured in three main parts. \r\n\t\r\nIn Part I, we study mean
    field random matrices as models for quantum Hamiltonians. Our focus lies on proving
    concentration estimates for resolvents of random matrices, so-called local laws,
    mostly in the setting of multiple resolvents. These estimates have profound consequences
    for eigenvector overlaps and thermalization problems. More concretely, we obtain,
    e.g., the optimal eigenstate thermalization hypothesis (ETH) uniformly in the
    spectrum for Wigner matrices, an optimal lower bound on non-Hermitian eigenvector
    overlaps, and prethermalization for deformed Wigner matrices.\tIn order to prove
    our novel multi-resolvent local laws, we develop and devise two main methods,
    the static Psi-method and the dynamical Zigzag strategy. \r\n\t\r\nIn Part II,
    we study Bardeen-Cooper-Schrieffer (BCS) theory, the standard mean field microscopic
    theory of superconductivity. We focus on asymptotic formulas for the characteristic
    critical temperature and energy gap of a superconductor and prove universality
    of their ratio in various physical regimes. Additionally, we investigate multi-band
    superconductors and show that inter-band coupling effects can only enhance the
    critical temperature. \r\n\t\r\nIn Part III, we study quantum lattice systems.
    On the one hand, we show a strong version of the local-perturbations-perturb-locally
    (LPPL) principle for the ground state of weakly interacting quantum spin systems
    with a uniform on-site gap. On the other hand, we introduce a notion of a local
    gap and rigorously justify response theory and the Kubo formula under the weakened
    assumption of a local gap. \r\n\t\r\nAdditionally, we discuss two classes of problems
    which do not fit into the three main parts of the thesis. These are deformational
    rigidity of Liouville metrics on the torus and relativistic toy models of particle
    creation via interior-boundary-conditions (IBCs).  "
alternative_title:
- ISTA Thesis
article_processing_charge: No
author:
- first_name: Sven Joscha
  full_name: Henheik, Sven Joscha
  id: 31d731d7-d235-11ea-ad11-b50331c8d7fb
  last_name: Henheik
  orcid: 0000-0003-1106-327X
citation:
  ama: 'Henheik SJ. Modeling complex quantum systems : Random matrices, BCS theory,
    and quantum lattice systems. 2025. doi:<a href="https://doi.org/10.15479/AT-ISTA-19540">10.15479/AT-ISTA-19540</a>'
  apa: 'Henheik, S. J. (2025). <i>Modeling complex quantum systems : Random matrices,
    BCS theory, and quantum lattice systems</i>. Institute of Science and Technology
    Austria. <a href="https://doi.org/10.15479/AT-ISTA-19540">https://doi.org/10.15479/AT-ISTA-19540</a>'
  chicago: 'Henheik, Sven Joscha. “Modeling Complex Quantum Systems : Random Matrices,
    BCS Theory, and Quantum Lattice Systems.” Institute of Science and Technology
    Austria, 2025. <a href="https://doi.org/10.15479/AT-ISTA-19540">https://doi.org/10.15479/AT-ISTA-19540</a>.'
  ieee: 'S. J. Henheik, “Modeling complex quantum systems : Random matrices, BCS theory,
    and quantum lattice systems,” Institute of Science and Technology Austria, 2025.'
  ista: 'Henheik SJ. 2025. Modeling complex quantum systems : Random matrices, BCS
    theory, and quantum lattice systems. Institute of Science and Technology Austria.'
  mla: 'Henheik, Sven Joscha. <i>Modeling Complex Quantum Systems : Random Matrices,
    BCS Theory, and Quantum Lattice Systems</i>. Institute of Science and Technology
    Austria, 2025, doi:<a href="https://doi.org/10.15479/AT-ISTA-19540">10.15479/AT-ISTA-19540</a>.'
  short: 'S.J. Henheik, Modeling Complex Quantum Systems : Random Matrices, BCS Theory,
    and Quantum Lattice Systems, Institute of Science and Technology Austria, 2025.'
corr_author: '1'
date_created: 2025-04-10T21:21:18Z
date_published: 2025-04-10T00:00:00Z
date_updated: 2026-04-07T12:37:12Z
day: '10'
ddc:
- '519'
degree_awarded: PhD
department:
- _id: GradSch
- _id: LaEr
doi: 10.15479/AT-ISTA-19540
ec_funded: 1
file:
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has_accepted_license: '1'
language:
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month: '04'
oa: 1
oa_version: Published Version
page: '720'
project:
- _id: 62796744-2b32-11ec-9570-940b20777f1d
  call_identifier: H2020
  grant_number: '101020331'
  name: Random matrices beyond Wigner-Dyson-Mehta
publication_identifier:
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  issn:
  - 2663-337X
publication_status: published
publisher: Institute of Science and Technology Austria
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    status: public
status: public
supervisor:
- first_name: László
  full_name: Erdös, László
  id: 4DBD5372-F248-11E8-B48F-1D18A9856A87
  last_name: Erdös
  orcid: 0000-0001-5366-9603
title: 'Modeling complex quantum systems : Random matrices, BCS theory, and quantum
  lattice systems'
tmp:
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  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
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  short: CC BY (4.0)
type: dissertation
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
year: '2025'
...
---
DOAJ_listed: '1'
OA_place: publisher
OA_type: gold
_id: '19548'
abstract:
- lang: eng
  text: "We consider the BCS energy gap „.T / (essentially given by „.T / \x19 \x81.T;
    p\x16/,\r\nthe BCS order parameter) at all temperatures 0 \x14 T \x14 Tc up to
    the critical one, Tc, and show\r\nthat, in the limit of weak coupling, the ratio
    „.T /=Tc is given by a universal function of the relative temperature T =Tc. On
    the one hand, this recovers a recent result by Langmann and Triola\r\n[Phys. Rev.
    B 108 (2023), no. 10, article no. 104503] on three-dimensional s-wave superconductors
    for temperatures bounded uniformly away from Tc. On the other hand, our result
    lifts these\r\nrestrictions, as we consider arbitrary spatial dimensions d 2 ¹1;
    2; 3º, discuss superconductors\r\nwith non-zero angular momentum (primarily in
    two dimensions), and treat the perhaps physically most interesting (due to the
    occurrence of the superconducting phase transition) regime of\r\ntemperatures
    close to Tc.\r\n\r\n​\r\n ."
acknowledgement: "We thank Andreas Deuchert, Christian Hainzl, Edwin Langmann, Marius
  Lemm, Robert Seiringer, and Jan Philip Solovej for helpful discussions,\r\nand Edwin
  Langmann and Robert Seiringer for valuable comments on an earlier version of the
  manuscript.\r\nFunding. Joscha Henheik gratefully acknowledges partial financial
  support by the\r\nERC Advanced Grant “RMTBeyond” No. 101020331. Asbjørn Bækgaard
  Lauritsen\r\ngratefully acknowledges partial financial support by the Austrian Science
  Fund (FWF)\r\nthrough grant DOI 10.55776/I6427 (as part of the SFB/TRR 352).\r\n"
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Sven Joscha
  full_name: Henheik, Sven Joscha
  id: 31d731d7-d235-11ea-ad11-b50331c8d7fb
  last_name: Henheik
  orcid: 0000-0003-1106-327X
- first_name: Asbjørn Bækgaard
  full_name: Lauritsen, Asbjørn Bækgaard
  id: e1a2682f-dc8d-11ea-abe3-81da9ac728f1
  last_name: Lauritsen
  orcid: 0000-0003-4476-2288
citation:
  ama: Henheik SJ, Lauritsen AB. Universal behavior of the BCS energy gap. <i>Journal
    of Spectral Theory</i>. 2025;15(1):305–352. doi:<a href="https://doi.org/10.4171/JST/540">10.4171/JST/540</a>
  apa: Henheik, S. J., &#38; Lauritsen, A. B. (2025). Universal behavior of the BCS
    energy gap. <i>Journal of Spectral Theory</i>. EMS Press. <a href="https://doi.org/10.4171/JST/540">https://doi.org/10.4171/JST/540</a>
  chicago: Henheik, Sven Joscha, and Asbjørn Bækgaard Lauritsen. “Universal Behavior
    of the BCS Energy Gap.” <i>Journal of Spectral Theory</i>. EMS Press, 2025. <a
    href="https://doi.org/10.4171/JST/540">https://doi.org/10.4171/JST/540</a>.
  ieee: S. J. Henheik and A. B. Lauritsen, “Universal behavior of the BCS energy gap,”
    <i>Journal of Spectral Theory</i>, vol. 15, no. 1. EMS Press, pp. 305–352, 2025.
  ista: Henheik SJ, Lauritsen AB. 2025. Universal behavior of the BCS energy gap.
    Journal of Spectral Theory. 15(1), 305–352.
  mla: Henheik, Sven Joscha, and Asbjørn Bækgaard Lauritsen. “Universal Behavior of
    the BCS Energy Gap.” <i>Journal of Spectral Theory</i>, vol. 15, no. 1, EMS Press,
    2025, pp. 305–352, doi:<a href="https://doi.org/10.4171/JST/540">10.4171/JST/540</a>.
  short: S.J. Henheik, A.B. Lauritsen, Journal of Spectral Theory 15 (2025) 305–352.
corr_author: '1'
date_created: 2025-04-11T09:19:28Z
date_published: 2025-01-09T00:00:00Z
date_updated: 2026-04-07T12:37:11Z
day: '09'
ddc:
- '500'
department:
- _id: LaEr
- _id: RoSe
doi: 10.4171/JST/540
ec_funded: 1
external_id:
  arxiv:
  - '2312.11310'
  isi:
  - '001438931600009'
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intvolume: '        15'
isi: 1
issue: '1'
language:
- iso: eng
month: '01'
oa: 1
oa_version: Published Version
page: 305–352
project:
- _id: 62796744-2b32-11ec-9570-940b20777f1d
  call_identifier: H2020
  grant_number: '101020331'
  name: Random matrices beyond Wigner-Dyson-Mehta
- _id: bda63fe5-d553-11ed-ba76-a16e3d2f256b
  grant_number: I06427
  name: Mathematical Challenges in BCS Theory of Superconductivity
publication: Journal of Spectral Theory
publication_identifier:
  eissn:
  - 1664-0403
publication_status: published
publisher: EMS Press
quality_controlled: '1'
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scopus_import: '1'
status: public
title: Universal behavior of the BCS energy gap
tmp:
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  short: CC BY (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 15
year: '2025'
...
---
_id: '13975'
abstract:
- lang: eng
  text: "We consider the spectrum of random Laplacian matrices of the form Ln=An−Dn
    where An\r\n is a real symmetric random matrix and Dn is a diagonal matrix whose
    entries are equal to the corresponding row sums of An. If An is a Wigner matrix
    with entries in the domain of attraction of a Gaussian distribution, the empirical
    spectral measure of Ln is known to converge to the free convolution of a semicircle
    distribution and a standard real Gaussian distribution. We consider real symmetric
    random matrices An with independent entries (up to symmetry) whose row sums converge
    to a purely non-Gaussian infinitely divisible distribution, which fall into the
    class of Lévy–Khintchine random matrices first introduced by Jung [Trans Am Math
    Soc, 370, (2018)]. Our main result shows that the empirical spectral measure of
    Ln  converges almost surely to a deterministic limit. A key step in the proof
    is to use the purely non-Gaussian nature of the row sums to build a random operator
    to which Ln converges in an appropriate sense. This operator leads to a recursive
    distributional equation uniquely describing the Stieltjes transform of the limiting
    empirical spectral measure."
acknowledgement: "The first author thanks Yizhe Zhu for pointing out reference [30].
  We thank David Renfrew for comments on an earlier draft. We thank the anonymous
  referee for a careful reading and helpful comments.\r\nOpen access funding provided
  by Institute of Science and Technology (IST Austria)."
article_processing_charge: Yes (via OA deal)
article_type: original
arxiv: 1
author:
- first_name: Andrew J
  full_name: Campbell, Andrew J
  id: 582b06a9-1f1c-11ee-b076-82ffce00dde4
  last_name: Campbell
- first_name: Sean
  full_name: O’Rourke, Sean
  last_name: O’Rourke
citation:
  ama: Campbell AJ, O’Rourke S. Spectrum of Lévy–Khintchine random laplacian matrices.
    <i>Journal of Theoretical Probability</i>. 2024;37:933-973. doi:<a href="https://doi.org/10.1007/s10959-023-01275-4">10.1007/s10959-023-01275-4</a>
  apa: Campbell, A. J., &#38; O’Rourke, S. (2024). Spectrum of Lévy–Khintchine random
    laplacian matrices. <i>Journal of Theoretical Probability</i>. Springer Nature.
    <a href="https://doi.org/10.1007/s10959-023-01275-4">https://doi.org/10.1007/s10959-023-01275-4</a>
  chicago: Campbell, Andrew J, and Sean O’Rourke. “Spectrum of Lévy–Khintchine Random
    Laplacian Matrices.” <i>Journal of Theoretical Probability</i>. Springer Nature,
    2024. <a href="https://doi.org/10.1007/s10959-023-01275-4">https://doi.org/10.1007/s10959-023-01275-4</a>.
  ieee: A. J. Campbell and S. O’Rourke, “Spectrum of Lévy–Khintchine random laplacian
    matrices,” <i>Journal of Theoretical Probability</i>, vol. 37. Springer Nature,
    pp. 933–973, 2024.
  ista: Campbell AJ, O’Rourke S. 2024. Spectrum of Lévy–Khintchine random laplacian
    matrices. Journal of Theoretical Probability. 37, 933–973.
  mla: Campbell, Andrew J., and Sean O’Rourke. “Spectrum of Lévy–Khintchine Random
    Laplacian Matrices.” <i>Journal of Theoretical Probability</i>, vol. 37, Springer
    Nature, 2024, pp. 933–73, doi:<a href="https://doi.org/10.1007/s10959-023-01275-4">10.1007/s10959-023-01275-4</a>.
  short: A.J. Campbell, S. O’Rourke, Journal of Theoretical Probability 37 (2024)
    933–973.
corr_author: '1'
date_created: 2023-08-06T22:01:13Z
date_published: 2024-03-01T00:00:00Z
date_updated: 2024-07-22T09:41:42Z
day: '01'
ddc:
- '510'
department:
- _id: LaEr
doi: 10.1007/s10959-023-01275-4
external_id:
  arxiv:
  - '2210.07927'
  isi:
  - '001038341000001'
file:
- access_level: open_access
  checksum: f7793d313104c70422140c5e6494c779
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  creator: dernst
  date_created: 2024-07-22T09:41:21Z
  date_updated: 2024-07-22T09:41:21Z
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  file_name: 2024_JourTheorProbab_Campbell.pdf
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has_accepted_license: '1'
intvolume: '        37'
isi: 1
language:
- iso: eng
month: '03'
oa: 1
oa_version: Published Version
page: 933-973
publication: Journal of Theoretical Probability
publication_identifier:
  eissn:
  - 1572-9230
  issn:
  - 0894-9840
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: Spectrum of Lévy–Khintchine random laplacian matrices
tmp:
  image: /images/cc_by.png
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  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 37
year: '2024'
...
---
_id: '14408'
abstract:
- lang: eng
  text: "We prove that the mesoscopic linear statistics ∑if(na(σi−z0)) of the eigenvalues
    {σi}i of large n×n non-Hermitian random matrices with complex centred i.i.d. entries
    are asymptotically Gaussian for any H20-functions f around any point z0 in the
    bulk of the spectrum on any mesoscopic scale 0<a<1/2. This extends our previous
    result (Cipolloni et al. in Commun Pure Appl Math, 2019. arXiv:1912.04100), that
    was valid on the macroscopic scale, a=0\r\n, to cover the entire mesoscopic regime.
    The main novelty is a local law for the product of resolvents for the Hermitization
    of X at spectral parameters z1,z2 with an improved error term in the entire mesoscopic
    regime |z1−z2|≫n−1/2. The proof is dynamical; it relies on a recursive tandem
    of the characteristic flow method and the Green function comparison idea combined
    with a separation of the unstable mode of the underlying stability operator."
acknowledgement: "The authors are grateful to Joscha Henheik for his help with the
  formulas in Appendix B.\r\nLászló Erdős supported by ERC Advanced Grant “RMTBeyond”
  No. 101020331. Dominik Schröder supported by the SNSF Ambizione Grant PZ00P2 209089."
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Giorgio
  full_name: Cipolloni, Giorgio
  id: 42198EFA-F248-11E8-B48F-1D18A9856A87
  last_name: Cipolloni
  orcid: 0000-0002-4901-7992
- first_name: László
  full_name: Erdös, László
  id: 4DBD5372-F248-11E8-B48F-1D18A9856A87
  last_name: Erdös
  orcid: 0000-0001-5366-9603
- first_name: Dominik J
  full_name: Schröder, Dominik J
  id: 408ED176-F248-11E8-B48F-1D18A9856A87
  last_name: Schröder
  orcid: 0000-0002-2904-1856
citation:
  ama: Cipolloni G, Erdös L, Schröder DJ. Mesoscopic central limit theorem for non-Hermitian
    random matrices. <i>Probability Theory and Related Fields</i>. 2024;188:1131-1182.
    doi:<a href="https://doi.org/10.1007/s00440-023-01229-1">10.1007/s00440-023-01229-1</a>
  apa: Cipolloni, G., Erdös, L., &#38; Schröder, D. J. (2024). Mesoscopic central
    limit theorem for non-Hermitian random matrices. <i>Probability Theory and Related
    Fields</i>. Springer Nature. <a href="https://doi.org/10.1007/s00440-023-01229-1">https://doi.org/10.1007/s00440-023-01229-1</a>
  chicago: Cipolloni, Giorgio, László Erdös, and Dominik J Schröder. “Mesoscopic Central
    Limit Theorem for Non-Hermitian Random Matrices.” <i>Probability Theory and Related
    Fields</i>. Springer Nature, 2024. <a href="https://doi.org/10.1007/s00440-023-01229-1">https://doi.org/10.1007/s00440-023-01229-1</a>.
  ieee: G. Cipolloni, L. Erdös, and D. J. Schröder, “Mesoscopic central limit theorem
    for non-Hermitian random matrices,” <i>Probability Theory and Related Fields</i>,
    vol. 188. Springer Nature, pp. 1131–1182, 2024.
  ista: Cipolloni G, Erdös L, Schröder DJ. 2024. Mesoscopic central limit theorem
    for non-Hermitian random matrices. Probability Theory and Related Fields. 188,
    1131–1182.
  mla: Cipolloni, Giorgio, et al. “Mesoscopic Central Limit Theorem for Non-Hermitian
    Random Matrices.” <i>Probability Theory and Related Fields</i>, vol. 188, Springer
    Nature, 2024, pp. 1131–82, doi:<a href="https://doi.org/10.1007/s00440-023-01229-1">10.1007/s00440-023-01229-1</a>.
  short: G. Cipolloni, L. Erdös, D.J. Schröder, Probability Theory and Related Fields
    188 (2024) 1131–1182.
date_created: 2023-10-08T22:01:17Z
date_published: 2024-04-01T00:00:00Z
date_updated: 2025-08-05T13:28:15Z
day: '01'
department:
- _id: LaEr
doi: 10.1007/s00440-023-01229-1
ec_funded: 1
external_id:
  arxiv:
  - '2210.12060'
  isi:
  - '001118972500001'
intvolume: '       188'
isi: 1
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.2210.12060
month: '04'
oa: 1
oa_version: Preprint
page: 1131-1182
project:
- _id: 62796744-2b32-11ec-9570-940b20777f1d
  call_identifier: H2020
  grant_number: '101020331'
  name: Random matrices beyond Wigner-Dyson-Mehta
publication: Probability Theory and Related Fields
publication_identifier:
  eissn:
  - 1432-2064
  issn:
  - 0178-8051
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: Mesoscopic central limit theorem for non-Hermitian random matrices
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 188
year: '2024'
...
---
DOAJ_listed: '1'
OA_place: publisher
OA_type: gold
_id: '18762'
abstract:
- lang: eng
  text: Consider the random variable $\mathrm{Tr}( f_1(W)A_1\dots f_k(W)A_k)$ where
    $W$ is an $N\times N$ Hermitian Wigner matrix, $k\in\mathbb{N}$, and choose (possibly
    $N$-dependent) regular functions $f_1,\dots, f_k$ as well as bounded deterministic
    matrices $A_1,\dots,A_k$. We give a functional central limit theorem showing that
    the fluctuations around the expectation are Gaussian. Moreover, we determine the
    limiting covariance structure and give explicit error bounds in terms of the scaling
    of $f_1,\dots,f_k$ and the number of traceless matrices among $A_1,\dots,A_k$,
    thus extending the results of [Cipolloni, Erdős, Schröder 2023] to products of
    arbitrary length $k\geq2$. As an application, we consider the fluctuation of $\mathrm{Tr}(\mathrm{e}^{\mathrm{i}
    tW}A_1\mathrm{e}^{-\mathrm{i} tW}A_2)$ around its thermal value $\mathrm{Tr}(A_1)\mathrm{Tr}(A_2)$
    when $t$ is large and give an explicit formula for the variance.
acknowledgement: "I am very grateful to László Erdős for suggesting the topic and
  many valuable discussions during my work on the project. I would also like to thank
  the two anonymous referees for their careful reading of the manuscript and detailed
  feedback.\r\nPartially supported by ERC Advanced Grants “RMTBeyond” No. 101020331
  and “LDRaM” No. 884584."
article_number: '191'
article_processing_charge: Yes
article_type: original
arxiv: 1
author:
- first_name: Jana
  full_name: Reker, Jana
  id: e796e4f9-dc8d-11ea-abe3-97e26a0323e9
  last_name: Reker
citation:
  ama: Reker J. Multi-point functional central limit theorem for Wigner matrices.
    <i>Electronic Journal of Probability</i>. 2024;29. doi:<a href="https://doi.org/10.1214/24-EJP1247">10.1214/24-EJP1247</a>
  apa: Reker, J. (2024). Multi-point functional central limit theorem for Wigner matrices.
    <i>Electronic Journal of Probability</i>. Institute of Mathematical Statistics.
    <a href="https://doi.org/10.1214/24-EJP1247">https://doi.org/10.1214/24-EJP1247</a>
  chicago: Reker, Jana. “Multi-Point Functional Central Limit Theorem for Wigner Matrices.”
    <i>Electronic Journal of Probability</i>. Institute of Mathematical Statistics,
    2024. <a href="https://doi.org/10.1214/24-EJP1247">https://doi.org/10.1214/24-EJP1247</a>.
  ieee: J. Reker, “Multi-point functional central limit theorem for Wigner matrices,”
    <i>Electronic Journal of Probability</i>, vol. 29. Institute of Mathematical Statistics,
    2024.
  ista: Reker J. 2024. Multi-point functional central limit theorem for Wigner matrices.
    Electronic Journal of Probability. 29, 191.
  mla: Reker, Jana. “Multi-Point Functional Central Limit Theorem for Wigner Matrices.”
    <i>Electronic Journal of Probability</i>, vol. 29, 191, Institute of Mathematical
    Statistics, 2024, doi:<a href="https://doi.org/10.1214/24-EJP1247">10.1214/24-EJP1247</a>.
  short: J. Reker, Electronic Journal of Probability 29 (2024).
corr_author: '1'
date_created: 2025-01-05T23:01:58Z
date_published: 2024-12-20T00:00:00Z
date_updated: 2025-09-09T11:59:15Z
day: '20'
ddc:
- '510'
department:
- _id: LaEr
doi: 10.1214/24-EJP1247
ec_funded: 1
external_id:
  arxiv:
  - '2307.11028'
  isi:
  - '001381599200001'
file:
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  date_updated: 2025-01-08T08:44:03Z
  file_id: '18773'
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  file_size: 812428
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file_date_updated: 2025-01-08T08:44:03Z
has_accepted_license: '1'
intvolume: '        29'
isi: 1
language:
- iso: eng
month: '12'
oa: 1
oa_version: Published Version
project:
- _id: 62796744-2b32-11ec-9570-940b20777f1d
  call_identifier: H2020
  grant_number: '101020331'
  name: Random matrices beyond Wigner-Dyson-Mehta
publication: Electronic Journal of Probability
publication_identifier:
  eissn:
  - 1083-6489
publication_status: published
publisher: Institute of Mathematical Statistics
quality_controlled: '1'
related_material:
  record:
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    relation: earlier_version
    status: public
scopus_import: '1'
status: public
title: Multi-point functional central limit theorem for Wigner matrices
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 29
year: '2024'
...
---
_id: '15025'
abstract:
- lang: eng
  text: We consider quadratic forms of deterministic matrices A evaluated at the random
    eigenvectors of a large N×N GOE or GUE matrix, or equivalently evaluated at the
    columns of a Haar-orthogonal or Haar-unitary random matrix. We prove that, as
    long as the deterministic matrix has rank much smaller than √N, the distributions
    of the extrema of these quadratic forms are asymptotically the same as if the
    eigenvectors were independent Gaussians. This reduces the problem to Gaussian
    computations, which we carry out in several cases to illustrate our result, finding
    Gumbel or Weibull limiting distributions depending on the signature of A. Our
    result also naturally applies to the eigenvectors of any invariant ensemble.
acknowledgement: The first author was supported by the ERC Advanced Grant “RMTBeyond”
  No. 101020331. The second author was supported by Fulbright Austria and the Austrian
  Marshall Plan Foundation.
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: László
  full_name: Erdös, László
  id: 4DBD5372-F248-11E8-B48F-1D18A9856A87
  last_name: Erdös
  orcid: 0000-0001-5366-9603
- first_name: Benjamin
  full_name: McKenna, Benjamin
  id: b0cc634c-d549-11ee-96c8-87338c7ad808
  last_name: McKenna
  orcid: 0000-0003-2625-495X
citation:
  ama: Erdös L, McKenna B. Extremal statistics of quadratic forms of GOE/GUE eigenvectors.
    <i>Annals of Applied Probability</i>. 2024;34(1B):1623-1662. doi:<a href="https://doi.org/10.1214/23-AAP2000">10.1214/23-AAP2000</a>
  apa: Erdös, L., &#38; McKenna, B. (2024). Extremal statistics of quadratic forms
    of GOE/GUE eigenvectors. <i>Annals of Applied Probability</i>. Institute of Mathematical
    Statistics. <a href="https://doi.org/10.1214/23-AAP2000">https://doi.org/10.1214/23-AAP2000</a>
  chicago: Erdös, László, and Benjamin McKenna. “Extremal Statistics of Quadratic
    Forms of GOE/GUE Eigenvectors.” <i>Annals of Applied Probability</i>. Institute
    of Mathematical Statistics, 2024. <a href="https://doi.org/10.1214/23-AAP2000">https://doi.org/10.1214/23-AAP2000</a>.
  ieee: L. Erdös and B. McKenna, “Extremal statistics of quadratic forms of GOE/GUE
    eigenvectors,” <i>Annals of Applied Probability</i>, vol. 34, no. 1B. Institute
    of Mathematical Statistics, pp. 1623–1662, 2024.
  ista: Erdös L, McKenna B. 2024. Extremal statistics of quadratic forms of GOE/GUE
    eigenvectors. Annals of Applied Probability. 34(1B), 1623–1662.
  mla: Erdös, László, and Benjamin McKenna. “Extremal Statistics of Quadratic Forms
    of GOE/GUE Eigenvectors.” <i>Annals of Applied Probability</i>, vol. 34, no. 1B,
    Institute of Mathematical Statistics, 2024, pp. 1623–62, doi:<a href="https://doi.org/10.1214/23-AAP2000">10.1214/23-AAP2000</a>.
  short: L. Erdös, B. McKenna, Annals of Applied Probability 34 (2024) 1623–1662.
corr_author: '1'
date_created: 2024-02-25T23:00:56Z
date_published: 2024-02-01T00:00:00Z
date_updated: 2025-09-04T12:08:11Z
day: '01'
department:
- _id: LaEr
doi: 10.1214/23-AAP2000
ec_funded: 1
external_id:
  arxiv:
  - '2208.12206'
  isi:
  - '001163006100021'
intvolume: '        34'
isi: 1
issue: 1B
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.2208.12206
month: '02'
oa: 1
oa_version: Preprint
page: 1623-1662
project:
- _id: 62796744-2b32-11ec-9570-940b20777f1d
  call_identifier: H2020
  grant_number: '101020331'
  name: Random matrices beyond Wigner-Dyson-Mehta
publication: Annals of Applied Probability
publication_identifier:
  issn:
  - 1050-5164
publication_status: published
publisher: Institute of Mathematical Statistics
quality_controlled: '1'
scopus_import: '1'
status: public
title: Extremal statistics of quadratic forms of GOE/GUE eigenvectors
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 34
year: '2024'
...
---
OA_place: publisher
OA_type: hybrid
_id: '15378'
abstract:
- lang: eng
  text: We consider N×N non-Hermitian random matrices of the form X+A, where A is
    a general deterministic matrix and N−−√X consists of independent entries with
    zero mean, unit variance, and bounded densities. For this ensemble, we prove (i)
    a Wegner estimate, i.e. that the local density of eigenvalues is bounded by N1+o(1)
    and (ii) that the expected condition number of any bulk eigenvalue is bounded
    by N1+o(1); both results are optimal up to the factor No(1). The latter result
    complements the very recent matching lower bound obtained in [15] (arXiv:2301.03549)
    and improves the N-dependence of the upper bounds in [5,6,32] (arXiv:1906.11819,
    arXiv:2005.08930, arXiv:2005.08908). Our main ingredient, a near-optimal lower
    tail estimate for the small singular values of X+A−z, is of independent interest.
acknowledgement: László Erdős is partially supported by ERC Advanced Grant “RMTBeyond”
  No. 101020331. Hong Chang Ji is supported by ERC Advanced Grant “RMTBeyond” No.
  101020331.
article_processing_charge: Yes (via OA deal)
article_type: original
arxiv: 1
author:
- first_name: László
  full_name: Erdös, László
  id: 4DBD5372-F248-11E8-B48F-1D18A9856A87
  last_name: Erdös
  orcid: 0000-0001-5366-9603
- first_name: Hong Chang
  full_name: Ji, Hong Chang
  id: dd216c0a-c1f9-11eb-beaf-e9ea9d2de76d
  last_name: Ji
citation:
  ama: Erdös L, Ji HC. Wegner estimate and upper bound on the eigenvalue condition
    number of non-Hermitian random matrices. <i>Communications on Pure and Applied
    Mathematics</i>. 2024;77(9):3785-3840. doi:<a href="https://doi.org/10.1002/cpa.22201">10.1002/cpa.22201</a>
  apa: Erdös, L., &#38; Ji, H. C. (2024). Wegner estimate and upper bound on the eigenvalue
    condition number of non-Hermitian random matrices. <i>Communications on Pure and
    Applied Mathematics</i>. Wiley. <a href="https://doi.org/10.1002/cpa.22201">https://doi.org/10.1002/cpa.22201</a>
  chicago: Erdös, László, and Hong Chang Ji. “Wegner Estimate and Upper Bound on the
    Eigenvalue Condition Number of Non-Hermitian Random Matrices.” <i>Communications
    on Pure and Applied Mathematics</i>. Wiley, 2024. <a href="https://doi.org/10.1002/cpa.22201">https://doi.org/10.1002/cpa.22201</a>.
  ieee: L. Erdös and H. C. Ji, “Wegner estimate and upper bound on the eigenvalue
    condition number of non-Hermitian random matrices,” <i>Communications on Pure
    and Applied Mathematics</i>, vol. 77, no. 9. Wiley, pp. 3785–3840, 2024.
  ista: Erdös L, Ji HC. 2024. Wegner estimate and upper bound on the eigenvalue condition
    number of non-Hermitian random matrices. Communications on Pure and Applied Mathematics.
    77(9), 3785–3840.
  mla: Erdös, László, and Hong Chang Ji. “Wegner Estimate and Upper Bound on the Eigenvalue
    Condition Number of Non-Hermitian Random Matrices.” <i>Communications on Pure
    and Applied Mathematics</i>, vol. 77, no. 9, Wiley, 2024, pp. 3785–840, doi:<a
    href="https://doi.org/10.1002/cpa.22201">10.1002/cpa.22201</a>.
  short: L. Erdös, H.C. Ji, Communications on Pure and Applied Mathematics 77 (2024)
    3785–3840.
corr_author: '1'
date_created: 2024-05-12T22:01:02Z
date_published: 2024-09-01T00:00:00Z
date_updated: 2025-09-08T07:25:47Z
day: '01'
ddc:
- '510'
department:
- _id: LaEr
doi: 10.1002/cpa.22201
ec_funded: 1
external_id:
  arxiv:
  - '2301.04981'
  isi:
  - '001217139900001'
file:
- access_level: open_access
  checksum: fbcc9cc7bf274f024e4f4afc9c208f96
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  date_created: 2025-01-09T09:36:41Z
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  file_id: '18803'
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  file_size: 566963
  relation: main_file
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file_date_updated: 2025-01-09T09:36:41Z
has_accepted_license: '1'
intvolume: '        77'
isi: 1
issue: '9'
language:
- iso: eng
license: https://creativecommons.org/licenses/by-nc-nd/4.0/
month: '09'
oa: 1
oa_version: Published Version
page: 3785-3840
project:
- _id: 62796744-2b32-11ec-9570-940b20777f1d
  call_identifier: H2020
  grant_number: '101020331'
  name: Random matrices beyond Wigner-Dyson-Mehta
publication: Communications on Pure and Applied Mathematics
publication_identifier:
  eissn:
  - 1097-0312
  issn:
  - 0010-3640
publication_status: published
publisher: Wiley
quality_controlled: '1'
scopus_import: '1'
status: public
title: Wegner estimate and upper bound on the eigenvalue condition number of non-Hermitian
  random matrices
tmp:
  image: /images/cc_by_nc_nd.png
  legal_code_url: https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode
  name: Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International
    (CC BY-NC-ND 4.0)
  short: CC BY-NC-ND (4.0)
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 77
year: '2024'
...
---
_id: '17281'
abstract:
- lang: eng
  text: We extend the free convolution of Brown measures of R-diagonal elements introduced
    by Kösters and Tikhomirov [ 28] to fractional powers. We then show how this fractional
    free convolution arises naturally when studying the roots of random polynomials
    with independent coefficients under repeated differentiation. When the proportion
    of derivatives to the degree approaches one, we establish central limit theorem-type
    behavior and discuss stable distributions.
acknowledgement: This work was supported by the National Science Foundation [Grant
  No. DMS-2143142 to S.O.]; and the European Research Council [Grant No. 101020331].The
  third author acknowledges the support of the University of Colorado Boulder, where
  a portion of this work was completed. The authors thank Martin Auer, Vadim Gorin,
  Brian Hall, and Noah Williams for comments, corrections, and references. The authors
  also wish to thank the anonymous referees for useful feedback and corrections.
article_processing_charge: Yes (via OA deal)
article_type: original
author:
- first_name: Andrew J
  full_name: Campbell, Andrew J
  id: 582b06a9-1f1c-11ee-b076-82ffce00dde4
  last_name: Campbell
- first_name: Sean
  full_name: O'Rourke, Sean
  last_name: O'Rourke
- first_name: David T
  full_name: Renfrew, David T
  id: 4845BF6A-F248-11E8-B48F-1D18A9856A87
  last_name: Renfrew
  orcid: 0000-0003-3493-121X
citation:
  ama: Campbell AJ, O’Rourke S, Renfrew DT. The fractional free convolution of R-diagonal
    elements and random polynomials under repeated differentiation. <i>International
    Mathematics Research Notices</i>. 2024;2024(13):10189-10218. doi:<a href="https://doi.org/10.1093/imrn/rnae062">10.1093/imrn/rnae062</a>
  apa: Campbell, A. J., O’Rourke, S., &#38; Renfrew, D. T. (2024). The fractional
    free convolution of R-diagonal elements and random polynomials under repeated
    differentiation. <i>International Mathematics Research Notices</i>. Oxford University
    Press. <a href="https://doi.org/10.1093/imrn/rnae062">https://doi.org/10.1093/imrn/rnae062</a>
  chicago: Campbell, Andrew J, Sean O’Rourke, and David T Renfrew. “The Fractional
    Free Convolution of R-Diagonal Elements and Random Polynomials under Repeated
    Differentiation.” <i>International Mathematics Research Notices</i>. Oxford University
    Press, 2024. <a href="https://doi.org/10.1093/imrn/rnae062">https://doi.org/10.1093/imrn/rnae062</a>.
  ieee: A. J. Campbell, S. O’Rourke, and D. T. Renfrew, “The fractional free convolution
    of R-diagonal elements and random polynomials under repeated differentiation,”
    <i>International Mathematics Research Notices</i>, vol. 2024, no. 13. Oxford University
    Press, pp. 10189–10218, 2024.
  ista: Campbell AJ, O’Rourke S, Renfrew DT. 2024. The fractional free convolution
    of R-diagonal elements and random polynomials under repeated differentiation.
    International Mathematics Research Notices. 2024(13), 10189–10218.
  mla: Campbell, Andrew J., et al. “The Fractional Free Convolution of R-Diagonal
    Elements and Random Polynomials under Repeated Differentiation.” <i>International
    Mathematics Research Notices</i>, vol. 2024, no. 13, Oxford University Press,
    2024, pp. 10189–218, doi:<a href="https://doi.org/10.1093/imrn/rnae062">10.1093/imrn/rnae062</a>.
  short: A.J. Campbell, S. O’Rourke, D.T. Renfrew, International Mathematics Research
    Notices 2024 (2024) 10189–10218.
corr_author: '1'
date_created: 2024-07-21T22:01:01Z
date_published: 2024-07-01T00:00:00Z
date_updated: 2025-09-08T08:16:32Z
day: '01'
ddc:
- '510'
department:
- _id: LaEr
doi: 10.1093/imrn/rnae062
external_id:
  isi:
  - '001198019500001'
file:
- access_level: open_access
  checksum: f36a7dbf53f23d5833db711052e69b49
  content_type: application/pdf
  creator: dernst
  date_created: 2024-07-22T06:40:19Z
  date_updated: 2024-07-22T06:40:19Z
  file_id: '17288'
  file_name: 2024_IMRN_Campbell.pdf
  file_size: 1233508
  relation: main_file
  success: 1
file_date_updated: 2024-07-22T06:40:19Z
has_accepted_license: '1'
intvolume: '      2024'
isi: 1
issue: '13'
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
page: 10189-10218
publication: International Mathematics Research Notices
publication_identifier:
  eissn:
  - 1687-0247
  issn:
  - 1073-7928
publication_status: published
publisher: Oxford University Press
quality_controlled: '1'
scopus_import: '1'
status: public
title: The fractional free convolution of R-diagonal elements and random polynomials
  under repeated differentiation
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 2024
year: '2024'
...
---
_id: '17375'
abstract:
- lang: eng
  text: We consider the spectral radius of a large random matrix X with independent,
    identically distributed entries. We show that its typical size is given by a precise
    three-term asymptotics with an optimal error term beyond the radius of the celebrated
    circular law. The coefficients in this asymptotics are universal but they differ
    from a similar asymptotics recently proved for the rightmost eigenvalue of X in
    Cipolloni et al., Ann. Probab. 51(6), 2192–2242 (2023). To access the more complicated
    spectral radius, we need to establish a new decorrelation mechanism for the low-lying
    singular values of X − z for different complex shift parameters z using the Dyson
    Brownian Motion.
acknowledgement: L.E. and Y.X. were supported by the ERC Advanced Grant “RMTBeyond”
  Grant No. 101020331.
article_number: '063302'
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Giorgio
  full_name: Cipolloni, Giorgio
  id: 42198EFA-F248-11E8-B48F-1D18A9856A87
  last_name: Cipolloni
  orcid: 0000-0002-4901-7992
- first_name: László
  full_name: Erdös, László
  id: 4DBD5372-F248-11E8-B48F-1D18A9856A87
  last_name: Erdös
  orcid: 0000-0001-5366-9603
- first_name: Yuanyuan
  full_name: Xu, Yuanyuan
  id: 7902bdb1-a2a4-11eb-a164-c9216f71aea3
  last_name: Xu
  orcid: 0000-0003-1559-1205
citation:
  ama: Cipolloni G, Erdös L, Xu Y. Precise asymptotics for the spectral radius of
    a large random matrix. <i>Journal of Mathematical Physics</i>. 2024;65(6). doi:<a
    href="https://doi.org/10.1063/5.0209705">10.1063/5.0209705</a>
  apa: Cipolloni, G., Erdös, L., &#38; Xu, Y. (2024). Precise asymptotics for the
    spectral radius of a large random matrix. <i>Journal of Mathematical Physics</i>.
    AIP Publishing. <a href="https://doi.org/10.1063/5.0209705">https://doi.org/10.1063/5.0209705</a>
  chicago: Cipolloni, Giorgio, László Erdös, and Yuanyuan Xu. “Precise Asymptotics
    for the Spectral Radius of a Large Random Matrix.” <i>Journal of Mathematical
    Physics</i>. AIP Publishing, 2024. <a href="https://doi.org/10.1063/5.0209705">https://doi.org/10.1063/5.0209705</a>.
  ieee: G. Cipolloni, L. Erdös, and Y. Xu, “Precise asymptotics for the spectral radius
    of a large random matrix,” <i>Journal of Mathematical Physics</i>, vol. 65, no.
    6. AIP Publishing, 2024.
  ista: Cipolloni G, Erdös L, Xu Y. 2024. Precise asymptotics for the spectral radius
    of a large random matrix. Journal of Mathematical Physics. 65(6), 063302.
  mla: Cipolloni, Giorgio, et al. “Precise Asymptotics for the Spectral Radius of
    a Large Random Matrix.” <i>Journal of Mathematical Physics</i>, vol. 65, no. 6,
    063302, AIP Publishing, 2024, doi:<a href="https://doi.org/10.1063/5.0209705">10.1063/5.0209705</a>.
  short: G. Cipolloni, L. Erdös, Y. Xu, Journal of Mathematical Physics 65 (2024).
corr_author: '1'
date_created: 2024-08-04T22:01:22Z
date_published: 2024-06-01T00:00:00Z
date_updated: 2025-09-08T08:44:57Z
day: '01'
department:
- _id: LaEr
doi: 10.1063/5.0209705
ec_funded: 1
external_id:
  arxiv:
  - '2210.15643'
  isi:
  - '001252240700002'
intvolume: '        65'
isi: 1
issue: '6'
language:
- iso: eng
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  url: https://doi.org/10.48550/arXiv.2210.15643
month: '06'
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oa_version: Preprint
project:
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  call_identifier: H2020
  grant_number: '101020331'
  name: Random matrices beyond Wigner-Dyson-Mehta
publication: Journal of Mathematical Physics
publication_identifier:
  issn:
  - 0022-2488
publication_status: published
publisher: AIP Publishing
quality_controlled: '1'
scopus_import: '1'
status: public
title: Precise asymptotics for the spectral radius of a large random matrix
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 65
year: '2024'
...
---
OA_place: publisher
OA_type: hybrid
_id: '18554'
abstract:
- lang: eng
  text: We prove the Eigenstate Thermalization Hypothesis for general Wigner-type
    matrices in the bulk of the self-consistent spectrum, with optimal control on
    the fluctuations for obs ervables of arbitrary rank. As the main technical ingredient,
    we prove rank-uniform optimal local laws for one and two resolvents of a Wigner-type
    matrix with regular observables. Our results hold under very general conditions
    on the variance profile, even allowing many vanishing entries, demonstrating that
    Eigenstate Thermalization occurs robustly across a diverse class of random matrix
    ensembles, for which the underlying quantum system has a non-trivial spatial structure.
acknowledgement: Open access funding provided by Institute of Science and Technology
  (IST Austria).
article_number: '282'
article_processing_charge: Yes (via OA deal)
article_type: original
arxiv: 1
author:
- first_name: László
  full_name: Erdös, László
  id: 4DBD5372-F248-11E8-B48F-1D18A9856A87
  last_name: Erdös
  orcid: 0000-0001-5366-9603
- first_name: Volodymyr
  full_name: Riabov, Volodymyr
  id: 1949f904-edfb-11eb-afb5-e2dfddabb93b
  last_name: Riabov
citation:
  ama: Erdös L, Riabov V. Eigenstate Thermalization Hypothesis for Wigner-type matrices.
    <i>Communications in Mathematical Physics</i>. 2024;405(12). doi:<a href="https://doi.org/10.1007/s00220-024-05143-y">10.1007/s00220-024-05143-y</a>
  apa: Erdös, L., &#38; Riabov, V. (2024). Eigenstate Thermalization Hypothesis for
    Wigner-type matrices. <i>Communications in Mathematical Physics</i>. Springer
    Nature. <a href="https://doi.org/10.1007/s00220-024-05143-y">https://doi.org/10.1007/s00220-024-05143-y</a>
  chicago: Erdös, László, and Volodymyr Riabov. “Eigenstate Thermalization Hypothesis
    for Wigner-Type Matrices.” <i>Communications in Mathematical Physics</i>. Springer
    Nature, 2024. <a href="https://doi.org/10.1007/s00220-024-05143-y">https://doi.org/10.1007/s00220-024-05143-y</a>.
  ieee: L. Erdös and V. Riabov, “Eigenstate Thermalization Hypothesis for Wigner-type
    matrices,” <i>Communications in Mathematical Physics</i>, vol. 405, no. 12. Springer
    Nature, 2024.
  ista: Erdös L, Riabov V. 2024. Eigenstate Thermalization Hypothesis for Wigner-type
    matrices. Communications in Mathematical Physics. 405(12), 282.
  mla: Erdös, László, and Volodymyr Riabov. “Eigenstate Thermalization Hypothesis
    for Wigner-Type Matrices.” <i>Communications in Mathematical Physics</i>, vol.
    405, no. 12, 282, Springer Nature, 2024, doi:<a href="https://doi.org/10.1007/s00220-024-05143-y">10.1007/s00220-024-05143-y</a>.
  short: L. Erdös, V. Riabov, Communications in Mathematical Physics 405 (2024).
corr_author: '1'
date_created: 2024-11-17T23:01:46Z
date_published: 2024-12-01T00:00:00Z
date_updated: 2026-04-07T12:32:19Z
day: '01'
ddc:
- '510'
department:
- _id: LaEr
doi: 10.1007/s00220-024-05143-y
external_id:
  arxiv:
  - '2403.10359'
  isi:
  - '001348943900004'
  pmid:
  - '39526190'
file:
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  date_created: 2024-11-18T08:15:07Z
  date_updated: 2024-11-18T08:15:07Z
  file_id: '18562'
  file_name: 2024_CommMathPhysics_Erdoes.pdf
  file_size: 1426046
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  success: 1
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intvolume: '       405'
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issue: '12'
language:
- iso: eng
month: '12'
oa: 1
oa_version: Published Version
pmid: 1
publication: Communications in Mathematical Physics
publication_identifier:
  eissn:
  - 1432-0916
  issn:
  - 0010-3616
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
related_material:
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  - id: '20575'
    relation: dissertation_contains
    status: public
scopus_import: '1'
status: public
title: Eigenstate Thermalization Hypothesis for Wigner-type matrices
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 405
year: '2024'
...
---
OA_place: repository
OA_type: green
_id: '18656'
abstract:
- lang: eng
  text: "We consider the time evolution of the out-of-time-ordered correlator (OTOC)
    of two general observables \r\n and \r\n in a mean field chaotic quantum system
    described by a random Wigner matrix as its Hamiltonian. We rigorously identify
    three time regimes separated by the physically relevant scrambling and relaxation
    times. The main feature of our analysis is that we express the error terms in
    the optimal Schatten (tracial) norms of the observables, allowing us to track
    the exact dependence of the errors on their rank. In particular, for significantly
    overlapping observables with low rank the OTOC is shown to exhibit a significant
    local maximum at the scrambling time, a feature that may not have been noticed
    in the physics literature before. Our main tool is a novel multi-resolvent local
    law with Schatten norms that unifies and improves previous local laws involving
    either the much cruder operator norm (cf. [10]) or the Hilbert-Schmidt norm (cf.
    [11])."
acknowledgement: LE and JH were supported by the ERC Advanced Grant łRMTBeyondž No.
  101020331
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Giorgio
  full_name: Cipolloni, Giorgio
  id: 42198EFA-F248-11E8-B48F-1D18A9856A87
  last_name: Cipolloni
  orcid: 0000-0002-4901-7992
- first_name: László
  full_name: Erdös, László
  id: 4DBD5372-F248-11E8-B48F-1D18A9856A87
  last_name: Erdös
  orcid: 0000-0001-5366-9603
- first_name: Sven Joscha
  full_name: Henheik, Sven Joscha
  id: 31d731d7-d235-11ea-ad11-b50331c8d7fb
  last_name: Henheik
  orcid: 0000-0003-1106-327X
citation:
  ama: Cipolloni G, Erdös L, Henheik SJ. Out-of-time-ordered correlators for Wigner
    matrices. <i>Advances in Theoretical and Mathematical Physics</i>. 2024;28(6):2025-2083.
    doi:<a href="https://doi.org/10.4310/ATMP.241031013250">10.4310/ATMP.241031013250</a>
  apa: Cipolloni, G., Erdös, L., &#38; Henheik, S. J. (2024). Out-of-time-ordered
    correlators for Wigner matrices. <i>Advances in Theoretical and Mathematical Physics</i>.
    International Press. <a href="https://doi.org/10.4310/ATMP.241031013250">https://doi.org/10.4310/ATMP.241031013250</a>
  chicago: Cipolloni, Giorgio, László Erdös, and Sven Joscha Henheik. “Out-of-Time-Ordered
    Correlators for Wigner Matrices.” <i>Advances in Theoretical and Mathematical
    Physics</i>. International Press, 2024. <a href="https://doi.org/10.4310/ATMP.241031013250">https://doi.org/10.4310/ATMP.241031013250</a>.
  ieee: G. Cipolloni, L. Erdös, and S. J. Henheik, “Out-of-time-ordered correlators
    for Wigner matrices,” <i>Advances in Theoretical and Mathematical Physics</i>,
    vol. 28, no. 6. International Press, pp. 2025–2083, 2024.
  ista: Cipolloni G, Erdös L, Henheik SJ. 2024. Out-of-time-ordered correlators for
    Wigner matrices. Advances in Theoretical and Mathematical Physics. 28(6), 2025–2083.
  mla: Cipolloni, Giorgio, et al. “Out-of-Time-Ordered Correlators for Wigner Matrices.”
    <i>Advances in Theoretical and Mathematical Physics</i>, vol. 28, no. 6, International
    Press, 2024, pp. 2025–83, doi:<a href="https://doi.org/10.4310/ATMP.241031013250">10.4310/ATMP.241031013250</a>.
  short: G. Cipolloni, L. Erdös, S.J. Henheik, Advances in Theoretical and Mathematical
    Physics 28 (2024) 2025–2083.
corr_author: '1'
date_created: 2024-12-15T23:01:51Z
date_published: 2024-10-30T00:00:00Z
date_updated: 2026-04-07T12:37:10Z
day: '30'
department:
- _id: LaEr
doi: 10.4310/ATMP.241031013250
ec_funded: 1
external_id:
  arxiv:
  - '2402.17609'
intvolume: '        28'
issue: '6'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.2402.17609
month: '10'
oa: 1
oa_version: Preprint
page: 2025-2083
project:
- _id: 62796744-2b32-11ec-9570-940b20777f1d
  call_identifier: H2020
  grant_number: '101020331'
  name: Random matrices beyond Wigner-Dyson-Mehta
publication: Advances in Theoretical and Mathematical Physics
publication_identifier:
  eissn:
  - 1095-0753
  issn:
  - 1095-0761
publication_status: published
publisher: International Press
quality_controlled: '1'
related_material:
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    relation: dissertation_contains
    status: public
scopus_import: '1'
status: public
title: Out-of-time-ordered correlators for Wigner matrices
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 28
year: '2024'
...
