World's Best Scientists 2026 revealed!

D-Index & Metrics

Mathematics

D-Index
49
Citations
9903
World Ranking
1145
National Ranking
520

Gérard Ben Arous 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 Gérard Ben Arous 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: 136 publications — 30th percentile

30% of scientists in this discipline score the same or lower.

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

Gérard Ben Arous 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 Gérard Ben Arous 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: 49 D-Index — 69th percentile

69% 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

  • 2020 - Member of the National Academy of Sciences
  • 2015 - Fellow of the American Academy of Arts and Sciences

Overview

Gérard Ben Arous is affiliated with the Courant Institute of Mathematical Sciences in the United States. Their research spans multiple fields, with primary focus areas in Mathematics, Physics and Astronomy, and Computer Science.

The subfields of Gérard Ben Arous's work include Statistics and Probability, Condensed Matter Physics, Mathematical Physics, Artificial Intelligence, and Computational Mathematics. The main topics investigated cover Theoretical and Computational Physics, Markov Chains and Monte Carlo Methods, Random Matrices and Applications, Stochastic processes and statistical mechanics, Tensor decomposition and applications, Blind Source Separation Techniques, and Stochastic Gradient Optimization Techniques.

Several recent papers showcase the scope and depth of their research:

  • "Algorithmic thresholds for tensor PCA", 2020, Project Euclid (Cornell University)
  • "Counting equilibria of large complex systems by instability index", 2021, PubMed Central
  • "High-dimensional limit theorems for SGD: Effective dynamics and critical scaling", 2023, Communications on Pure and Applied Mathematics
  • "Online stochastic gradient descent on non-convex losses from high-dimensional inference", 2020, arXiv (Cornell University)
  • "Online stochastic gradient descent on non-convex losses from high-dimensional inference", 2020, arXiv (Cornell University)

Gérard Ben Arous has collaborated frequently with the following coauthors:

  • Aukosh Jagannath
  • Reza Gheissari
  • Jiaoyang Huang
  • Paul Bourgade
  • Benjamin McKenna

Publication venues where their work appears most often include:

  • arXiv (Cornell University)
  • Communications on Pure and Applied Mathematics
  • The Annals of Applied Probability
  • Project Euclid (Cornell University)
  • PubMed Central

Recognition in their field includes election as a Member of the National Academy of Sciences in 2020 and Fellowship of the American Academy of Arts and Sciences in 2015.

Best Publications

  • The Loss Surfaces of Multilayer Networks

    Anna Choromanska;Mikael Henaff;Michael Mathieu;Gérard Ben Arous

  • The Loss Surface of Multilayer Networks.

    Anna Choromanska;Mikael Henaff;Michaël Mathieu;Gérard Ben Arous

  • Phase transition of the largest eigenvalue for nonnull complex sample covariance matrices

    Jinho Baik;Gérard Ben Arous;Sandrine Péché;Sandrine Péché

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

    G. Ben Arous;A. Guionnet

  • Random matrices and complexity of spin glasses

    Antonio Auffinger;Gérard Ben Arous;Jiří Černý

  • Aging of spherical spin glasses

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

  • Complexity of random smooth functions on the high-dimensional sphere

    Antonio Auffinger;Gerard Ben Arous

  • Flots et series de Taylor stochastiques

    Gérard Ben Arous

  • Universality of local eigenvalue statistics for some sample covariance matrices

    Gérard Ben Arous;Sandrine Péché

  • The Spectrum of Heavy Tailed Random Matrices

    Gérard Ben Arous;Gérard Ben Arous;Alice Guionnet

  • Complex Energy Landscapes in Spiked-Tensor and Simple Glassy Models: Ruggedness, Arrangements of Local Minima, and Phase Transitions

    Valentina Ros;Gerard Ben Arous;Giulio Biroli;Chiara Cammarota

  • Poisson convergence for the largest eigenvalues of heavy tailed random matrices

    Antonio Auffinger;Gérard Ben Arous;Sandrine Péché

  • Glauber Dynamics of the Random Energy Model . I. Metastable Motion on the Extreme States

    Gérard Ben Arous;Anton Bovier;Véronique Gayrard

  • Methods de laplace et de la phase stationnaire sur l'espace de wiener

    Gérard Ben Arous

  • Current fluctuations for TASEP: A proof of the Pr"{a}hofer--Spohn conjecture

    Gérard Ben Arous;Ivan Corwin

  • Scaling limit for trap models on ℤd

    Gérard Ben Arous;Jiří Černý

  • Open Problem: The landscape of the loss surfaces of multilayer networks

    Anna Choromanska;Yann LeCun;Gerard Ben Arous

  • Large deviations from the circular law

    Gérard Ben Arous;Ofer Zeitouni

  • Dynamics of trap models

    Gerard Ben Arous;Jiri Cerny

  • Comparing dynamics: deep neural networks versus glassy systems

    Marco Baity-Jesi;Marco Baity-Jesi;Levent Sagun;Levent Sagun;Mario Geiger;Stefano Spigler;Stefano Spigler

  • Développement asymptotique du noyau de la chaleur hypoelliptique sur la diagonale

    Gérard Ben Arous

  • Phase transition of the largest eigenvalue for non-null complex sample covariance matrices

    Jinho Baik;Gerard Ben Arous;Sandrine Peche

Frequent Co-Authors

Yann LeCun
Yann LeCun Facebook (United States)
Stanislav Molchanov
Stanislav Molchanov University of North Carolina at Charlotte
Ofer Zeitouni
Ofer Zeitouni Weizmann Institute of Science
Anton Bovier
Anton Bovier University of Bonn
Alice Guionnet
Alice Guionnet École Normale Supérieure de Lyon
Allen Tannenbaum
Allen Tannenbaum Stony Brook University
Michel Ledoux
Michel Ledoux Paul Sabatier University
Charles M. Newman
Charles M. Newman Courant Institute of Mathematical Sciences
Benjamin Schlein
Benjamin Schlein University of Zurich
Amir Dembo
Amir Dembo Stanford University

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