World's Best Scientists 2026 revealed!

D-Index & Metrics

Mathematics

D-Index
44
Citations
8471
World Ranking
1579
National Ranking
94

Alice Guionnet publication distribution in Mathematics in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Mathematics in 2026. The highlighted bar marks where Alice Guionnet sits on this spectrum.

42–46 publications: 3 scientists 47–51 publications: 5 scientists 52–56 publications: 7 scientists 57–61 publications: 20 scientists 62–66 publications: 14 scientists 67–71 publications: 25 scientists 72–76 publications: 19 scientists 77–81 publications: 35 scientists 82–86 publications: 50 scientists 87–91 publications: 60 scientists 92–96 publications: 86 scientists 97–101 publications: 84 scientists 102–106 publications: 83 scientists 107–111 publications: 90 scientists 112–116 publications: 99 scientists 117–121 publications: 90 scientists 122–126 publications: 91 scientists 127–131 publications: 109 scientists 132–136 publications: 110 scientists 137–141 publications: 98 scientists 142–146 publications: 112 scientists 147–151 publications: 102 scientists 152–156 publications: 88 scientists 157–161 publications: 106 scientists 162–166 publications: 82 scientists 167–171 publications: 102 scientists 172–176 publications: 77 scientists 177–181 publications: 81 scientists 182–186 publications: 78 scientists 187–191 publications: 71 scientists 192–196 publications: 92 scientists 197–201 publications: 64 scientists 202–206 publications: 69 scientists 207–211 publications: 64 scientists 212–216 publications: 62 scientists 217–221 publications: 58 scientists 222–226 publications: 53 scientists 227–231 publications: 50 scientists 232–236 publications: 46 scientists 237–241 publications: 46 scientists 242–246 publications: 46 scientists 247–251 publications: 43 scientists 252–256 publications: 29 scientists 257–261 publications: 45 scientists 262–266 publications: 30 scientists 267–271 publications: 33 scientists 272–276 publications: 34 scientists 277–281 publications: 30 scientists 282–286 publications: 31 scientists 287–291 publications: 21 scientists 292–296 publications: 34 scientists 297–301 publications: 26 scientists 302–306 publications: 10 scientists 307–311 publications: 17 scientists 312–316 publications: 23 scientists 317–321 publications: 13 scientists 322–326 publications: 16 scientists 327–331 publications: 26 scientists 332–336 publications: 13 scientists 337–341 publications: 13 scientists 342–346 publications: 16 scientists 347–351 publications: 17 scientists 352–356 publications: 12 scientists 357–361 publications: 18 scientists 362–366 publications: 18 scientists 367–371 publications: 9 scientists 372–376 publications: 11 scientists 377–381 publications: 8 scientists 382–386 publications: 8 scientists 387–391 publications: 9 scientists 392–396 publications: 9 scientists 397–401 publications: 8 scientists 402–406 publications: 11 scientists 407–411 publications: 6 scientists 412–416 publications: 6 scientists 417–421 publications: 9 scientists 422–426 publications: 8 scientists 427–431 publications: 5 scientists 432–436 publications: 8 scientists 437–441 publications: 8 scientists 442–446 publications: 4 scientists 447–451 publications: 4 scientists 452–456 publications: 4 scientists 457–461 publications: 2 scientists 462–466 publications: 2 scientists 467–471 publications: 4 scientists 472–476 publications: 3 scientists 477–481 publications: 3 scientists 482–486 publications: 6 scientists 487–491 publications: 3 scientists 492–496 publications: 5 scientists 497–501 publications: 5 scientists 502–506 publications: 1 scientists 507–511 publications: 6 scientists 512–516 publications: 4 scientists 517–521 publications: 1 scientists 522–526 publications: 3 scientists 527–531 publications: 1 scientists 532–536 publications: 4 scientists 537+ publications: 100 scientists
42 publications 537+

This scientist: 145 publications — 35th percentile

35% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 537 publications or more.

Alice Guionnet D-index placement in Mathematics in 2026

The chart shows the D-index (discipline H-index) distribution of Mathematics scientists ranked by Research.com in 2026. The highlighted bar marks where Alice Guionnet sits on this spectrum.

30 D-Index: 174 scientists 31 D-Index: 151 scientists 32 D-Index: 174 scientists 33 D-Index: 117 scientists 34 D-Index: 136 scientists 35 D-Index: 127 scientists 36 D-Index: 145 scientists 37 D-Index: 153 scientists 38 D-Index: 150 scientists 39 D-Index: 150 scientists 40 D-Index: 137 scientists 41 D-Index: 136 scientists 42 D-Index: 93 scientists 43 D-Index: 108 scientists 44 D-Index: 115 scientists 45 D-Index: 112 scientists 46 D-Index: 103 scientists 47 D-Index: 75 scientists 48 D-Index: 59 scientists 49 D-Index: 67 scientists 50 D-Index: 60 scientists 51 D-Index: 57 scientists 52 D-Index: 59 scientists 53 D-Index: 62 scientists 54 D-Index: 60 scientists 55 D-Index: 50 scientists 56 D-Index: 42 scientists 57 D-Index: 54 scientists 58 D-Index: 50 scientists 59 D-Index: 42 scientists 60 D-Index: 41 scientists 61 D-Index: 35 scientists 62 D-Index: 40 scientists 63 D-Index: 21 scientists 64 D-Index: 31 scientists 65 D-Index: 27 scientists 66 D-Index: 29 scientists 67 D-Index: 19 scientists 68 D-Index: 25 scientists 69 D-Index: 17 scientists 70 D-Index: 18 scientists 71 D-Index: 12 scientists 72 D-Index: 14 scientists 73 D-Index: 13 scientists 74 D-Index: 18 scientists 75 D-Index: 9 scientists 76 D-Index: 11 scientists 77 D-Index: 10 scientists 78 D-Index: 9 scientists 79 D-Index: 16 scientists 80 D-Index: 12 scientists 81 D-Index: 10 scientists 82 D-Index: 5 scientists 83 D-Index: 5 scientists 84 D-Index: 13 scientists 85 D-Index: 6 scientists 86+ D-Index: 99 scientists
30 D-Index 86+

This scientist: 44 D-Index — 58th percentile

58% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 86 D-Index or more.

Research.com Recognitions

  • 2018 - Member of the European Academy of Sciences
  • 2017 - Academie des sciences, France
  • 2017 - Member of Academia Europaea

Overview

Alice Guionnet is affiliated with the École Normale Supérieure de Lyon in France. Their research predominantly falls within the field of Mathematics, with a focus on specialized subfields including Statistics and Probability, Mathematical Physics, Discrete Mathematics and Combinatorics, Geometry and Topology, and Signal Processing.

Their recent publications demonstrate a strong involvement in topics related to random matrices and their applications. Key topics of research include Random Matrices and Applications, Advanced Combinatorial Mathematics, Advanced Algebra and Geometry, Stochastic Processes and Statistical Mechanics, Spectral Theory in Mathematical Physics, Markov Chains and Monte Carlo Methods, and Blind Source Separation Techniques.

Their notable recent papers include the following:

  • "Large deviations for the largest eigenvalue of Rademacher matrices" (2020, The Annals of Probability)
  • "On the operator norm of non-commutative polynomials in deterministic matrices and iid GUE matrices" (2022, Cambridge Journal of Mathematics)
  • "Large deviations for the largest eigenvalue of the sum of two random matrices" (2020, Electronic Journal of Probability)
  • "Asymptotic expansion of matrix models in the multi-cut regime" (2024, Forum of Mathematics Sigma)
  • "Large deviations for the largest eigenvalues and eigenvectors of spiked Gaussian random matrices" (2020, Electronic Communications in Probability)

The frequent co-authors associated with this researcher include Jonathan Husson, Justin Ko, Florent Krząkała, Lenka Zdeborová, and Jiaoyang Huang.

Guionnet's contributions have been published multiple times in venues such as arXiv (Cornell University), Communications in Mathematical Physics, Electronic Journal of Probability, The Annals of Probability, and Forum of Mathematics Sigma.

Their professional recognition includes membership in several academies: Member of the European Academy of Sciences since 2018, Member of Academia Europaea since 2017, and membership in the Académie des sciences, France, since 2017.

Best Publications

  • An Introduction to Random Matrices

    Greg W. Anderson;Alice Guionnet;Ofer Zeitouni

  • Large deviations for Wigner's law and Voiculescu's non-commutative entropy

    G. Ben Arous;A. Guionnet

  • Lectures on Logarithmic Sobolev Inequalities

    A. Guionnet;B. Zegarlinski

  • On the stability of interacting processes with applications to filtering and genetic algorithms

    Pierre Del Moral;Alice Guionnet

  • Aging of spherical spin glasses

    G. Ben Arous;A. Dembo;A. Guionnet

  • CONCENTRATION OF THE SPECTRAL MEASURE FOR LARGE MATRICES

    Alice Guionnet;Ofer Zeitouni

  • Asymptotic Expansion of β Matrix Models in the One-cut Regime

    G. Borot;A. Guionnet

  • Asymptotic expansion of beta matrix models in the one-cut regime

    Gaëtan Borot;Alice Guionnet

  • The single ring theorem

    Alice Guionnet;Manjunath Krishnapur;Ofer Zeitouni

  • Fluctuations of the Extreme Eigenvalues of Finite Rank Deformations of Random Matrices

    Florent Benaych-Georges;Alice Guionnet;Mylène Maida

  • Central limit theorem for nonlinear filtering and interacting particle systems

    P. Del Moral;A. Guionnet

  • Large Deviations Asymptotics for Spherical Integrals

    Alice Guionnet;Ofer Zeitouni

  • The Spectrum of Heavy Tailed Random Matrices

    Gérard Ben Arous;Gérard Ben Arous;Alice Guionnet

  • A Fourier view on the R-transform and related asymptotics of spherical integrals

    A. Guionnet;M. Maı¨da

  • Random matrices, free probability, planar algebras and subfactors

    A. Guionnet;V. F. R. Jones;D. Shlyakhtenko

  • Asymptotic expansion of beta matrix models in the multi-cut regime

    Gaëtan Borot;Alice Guionnet

  • Large deviations upper bounds and central limit theorems for non-commutative functionals of Gaussian large random matrices

    Alice Guionnet

  • Large deviations for Langevin spin glass dynamics

    G. Ben Arous;A. Guionnet

  • Large Random Matrices: Lectures on Macroscopic Asymptotics

    Alice Guionnet

  • First Order Asymptotics of Matrix Integrals; A Rigorous Approach Towards the Understanding of Matrix Models

    Alice Guionnet

Frequent Co-Authors

Ofer Zeitouni
Ofer Zeitouni Weizmann Institute of Science
Gérard Ben Arous
Gérard Ben Arous Courant Institute of Mathematical Sciences
Amir Dembo
Amir Dembo Stanford University
Benoît Collins
Benoît Collins Kyoto University
Vaughan F. R. Jones
Vaughan F. R. Jones Vanderbilt University
Martin Hairer
Martin Hairer Imperial College London
Charles Bordenave
Charles Bordenave Aix-Marseille University
Paul Zinn-Justin
Paul Zinn-Justin University of Melbourne

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