World's Best Scientists 2026 revealed!

D-Index & Metrics

Mathematics

D-Index
51
Citations
15135
World Ranking
999
National Ranking
51

Hedy Attouch 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 Hedy Attouch 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: 83 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: 168 publications — 47th percentile

47% of scientists in this discipline score the same or lower.

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

Hedy Attouch 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 Hedy Attouch 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: 138 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: 51 D-Index — 73rd percentile

73% of scientists in this discipline score the same or lower.

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

Overview

Hedy Attouch was affiliated with the University of Montpellier in France. Their research primarily focused on areas bridging computer science, mathematics, and engineering, with a strong emphasis on optimization and variational analysis.

Their work involved several key subfields of study, including:

  • Computational Theory and Mathematics
  • Computational Mechanics
  • Mathematical Physics
  • Numerical Analysis
  • Control and Systems Engineering

Main topics covered in their research included:

  • Optimization and Variational Analysis
  • Sparse and Compressive Sensing Techniques
  • Numerical Methods in Inverse Problems
  • Advanced Optimization Algorithms Research
  • Stochastic Gradient Optimization Techniques
  • Stability and Controllability of Differential Equations
  • Advanced Vision and Imaging

Among their recent papers were:

  • Fast optimization via inertial dynamics with closed-loop damping, 2022, Journal of the European Mathematical Society
  • Finite Convergence of Proximal-Gradient Inertial Algorithms Combining Dry Friction with Hessian-Driven Damping, 2020, SIAM Journal on Optimization
  • Newton-like Inertial Dynamics and Proximal Algorithms Governed by Maximally Monotone Operators, 2020, SIAM Journal on Optimization
  • Continuous Newton-like Inertial Dynamics for Monotone Inclusions, 2020, Set-Valued and Variational Analysis
  • Damped inertial dynamics with vanishing Tikhonov regularization: Strong asymptotic convergence towards the minimum norm solution, 2021, Journal of Differential Equations

Hedy Attouch had frequent collaborations with several researchers, including:

  • Zaki Chbani
  • Hassan Riahi
  • Jalal Fadili
  • Samir Adly
  • Aïcha Balhag

Their research was published in a variety of scientific venues, with notable frequent publication in:

  • arXiv (Cornell University)
  • Evolution Equations and Control Theory
  • SIAM Journal on Optimization
  • Optimization
  • Journal of Optimization Theory and Applications

Best Publications

  • Variational Convergence for Functions and Operators

    H. Attouch

  • Convergence of descent methods for semi-algebraic and tame problems: proximal algorithms, forward-backward splitting, and regularized Gauss-Seidel methods

    Hedy Attouch;Jérôme Bolte;Benar Fux Svaiter

  • Proximal Alternating Minimization and Projection Methods for Nonconvex Problems: An Approach Based on the Kurdyka-Łojasiewicz Inequality

    Hédy Attouch;Jérôme Bolte;Patrick Redont;Antoine Soubeyran

  • Variational Analysis in Sobolev and BV Spaces: Applications to PDEs and Optimization

    Hedy Attouch;Giuseppe Buttazzo;Gérard Michaille

  • An Inertial Proximal Method for Maximal Monotone Operators via Discretization of a Nonlinear Oscillator with Damping

    Felipe Alvarez;Hedy Attouch

  • On the convergence of the proximal algorithm for nonsmooth functions involving analytic features

    Hedy Attouch;Jérôme Bolte

  • THE HEAVY BALL WITH FRICTION METHOD, I. THE CONTINUOUS DYNAMICAL SYSTEM: GLOBAL EXPLORATION OF THE LOCAL MINIMA OF A REAL-VALUED FUNCTION BY ASYMPTOTIC ANALYSIS OF A DISSIPATIVE DYNAMICAL SYSTEM

    H. Attouch;X. Goudou;P. Redont

  • The Rate of Convergence of Nesterov's Accelerated Forward-Backward Method is Actually Faster Than $1/k^2$

    Hedy Attouch;Juan Peypouquet

  • Fast convergence of inertial dynamics and algorithms with asymptotic vanishing viscosity

    Hedy Attouch;Zaki Chbani;Juan Peypouquet;Patrick Redont

  • Quantitative stability of variational systems. I. The epigraphical distance

    Hédy Attouch;Roger J.-B. Wets

  • Duality for the Sum of Convex Functions in General Banach Spaces

    Hedy Attouch;Haïm Brezis

  • A second-order gradient-like dissipative dynamical system with Hessian-driven damping.: Application to optimization and mechanics

    Felipe Alvarez;Hédy Attouch;Jérôme Bolte;Patrick Redont

  • A Dynamical Approach to an Inertial Forward-Backward Algorithm for Convex Minimization

    Hédy Attouch;Juan Peypouquet;Patrick Redont

  • Asymptotic Control and Stabilization of Nonlinear Oscillators with Non-isolated Equilibria

    Hedy Attouch;Marc-Olivier Czarnecki

  • Viscosity Solutions of Minimization Problems

    Hedy Attouch

  • A Dynamical Approach to Convex Minimization Coupling Approximation with the Steepest Descent Method

    H. Attouch;R. Cominetti

  • Variational Analysis in Sobolev and BV Spaces: Applications to PDEs and Optimization (Mps-Siam Series on Optimization 6)

    Hedy Attouch;Giuseppe Buttazzo;Gerard Michaille

  • Familles d'opérateurs maximaux monotones et mesurabilité

    Hedy Attouch

  • Newton-Like Dynamics and Forward-Backward Methods for Structured Monotone Inclusions in Hilbert Spaces

    B. Abbas;H. Attouch;Benar F. Svaiter

  • Alternating Proximal Algorithms for Weakly Coupled Minimization Problems. Applications to Dynamical Games and PDE’s

    Hédy Attouch;Jérôme Bolte;Patrick Redont;Antoine Soubeyran

  • Journal of Convex Analysis

    G Buttazzo;L Thibault;R J B Wets;H Attouch

Frequent Co-Authors

Giuseppe Buttazzo
Giuseppe Buttazzo University of Pisa
Roger J.-B. Wets
Roger J.-B. Wets University of California, Davis
Benar Fux Svaiter
Benar Fux Svaiter Instituto Nacional de Matemática Pura e Aplicada
Patrick L. Combettes
Patrick L. Combettes North Carolina State University
Roberto Cominetti
Roberto Cominetti Adolfo Ibáñez University
Marc Teboulle
Marc Teboulle Tel Aviv University
Haim Brezis
Haim Brezis Rutgers, The State University of New Jersey
Dominikus Noll
Dominikus Noll Paul Sabatier University
Jonathan M. Borwein
Jonathan M. Borwein University of Newcastle Australia
Boris S. Mordukhovich
Boris S. Mordukhovich Wayne State University

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