World's Best Scientists 2026 revealed!

D-Index & Metrics

Engineering and Technology

D-Index
61
Citations
14042
World Ranking
2036
National Ranking
30

Christian Soize publication distribution in Engineering and Technology in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Engineering and Technology in 2026. The highlighted bar marks where Christian Soize sits on this spectrum.

38–47 publications: 20 scientists 48–57 publications: 35 scientists 58–67 publications: 96 scientists 68–77 publications: 135 scientists 78–87 publications: 190 scientists 88–97 publications: 259 scientists 98–107 publications: 283 scientists 108–117 publications: 369 scientists 118–127 publications: 341 scientists 128–137 publications: 386 scientists 138–147 publications: 372 scientists 148–157 publications: 457 scientists 158–167 publications: 415 scientists 168–177 publications: 407 scientists 178–187 publications: 421 scientists 188–197 publications: 378 scientists 198–207 publications: 403 scientists 208–217 publications: 317 scientists 218–227 publications: 346 scientists 228–237 publications: 321 scientists 238–247 publications: 260 scientists 248–257 publications: 280 scientists 258–267 publications: 240 scientists 268–277 publications: 214 scientists 278–287 publications: 242 scientists 288–297 publications: 203 scientists 298–307 publications: 166 scientists 308–317 publications: 154 scientists 318–327 publications: 175 scientists 328–337 publications: 159 scientists 338–347 publications: 99 scientists 348–357 publications: 131 scientists 358–367 publications: 106 scientists 368–377 publications: 118 scientists 378–387 publications: 97 scientists 388–397 publications: 108 scientists 398–407 publications: 82 scientists 408–417 publications: 71 scientists 418–427 publications: 64 scientists 428–437 publications: 55 scientists 438–447 publications: 54 scientists 448–457 publications: 60 scientists 458–467 publications: 47 scientists 468–477 publications: 40 scientists 478–487 publications: 30 scientists 488–497 publications: 29 scientists 498–507 publications: 38 scientists 508–517 publications: 40 scientists 518–527 publications: 32 scientists 528–537 publications: 23 scientists 538–547 publications: 28 scientists 548–557 publications: 23 scientists 558–567 publications: 19 scientists 568–577 publications: 16 scientists 578–587 publications: 17 scientists 588–597 publications: 18 scientists 598–607 publications: 22 scientists 608–617 publications: 15 scientists 618–627 publications: 9 scientists 628–637 publications: 11 scientists 638–647 publications: 21 scientists 648–657 publications: 12 scientists 658–667 publications: 9 scientists 668–677 publications: 11 scientists 678–687 publications: 9 scientists 688–697 publications: 6 scientists 698–707 publications: 14 scientists 708–717 publications: 7 scientists 718–727 publications: 8 scientists 728–737 publications: 10 scientists 738–747 publications: 9 scientists 748–757 publications: 5 scientists 758–767 publications: 5 scientists 768–777 publications: 11 scientists 778–787 publications: 7 scientists 788–797 publications: 2 scientists 798–803 publications: 4 scientists 804+ publications: 100 scientists
38 publications 804+

This scientist: 701 publications — 98th percentile

98% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 804 publications or more.

Christian Soize D-index placement in Engineering and Technology in 2026

The chart shows the D-index (discipline H-index) distribution of Engineering and Technology scientists ranked by Research.com in 2026. The highlighted bar marks where Christian Soize sits on this spectrum.

30 D-Index: 59 scientists 31 D-Index: 114 scientists 32 D-Index: 129 scientists 33 D-Index: 189 scientists 34 D-Index: 200 scientists 35 D-Index: 262 scientists 36 D-Index: 311 scientists 37 D-Index: 312 scientists 38 D-Index: 350 scientists 39 D-Index: 385 scientists 40 D-Index: 348 scientists 41 D-Index: 362 scientists 42 D-Index: 426 scientists 43 D-Index: 380 scientists 44 D-Index: 310 scientists 45 D-Index: 341 scientists 46 D-Index: 301 scientists 47 D-Index: 306 scientists 48 D-Index: 271 scientists 49 D-Index: 246 scientists 50 D-Index: 210 scientists 51 D-Index: 253 scientists 52 D-Index: 213 scientists 53 D-Index: 221 scientists 54 D-Index: 195 scientists 55 D-Index: 186 scientists 56 D-Index: 170 scientists 57 D-Index: 167 scientists 58 D-Index: 166 scientists 59 D-Index: 144 scientists 60 D-Index: 152 scientists 61 D-Index: 141 scientists 62 D-Index: 138 scientists 63 D-Index: 131 scientists 64 D-Index: 118 scientists 65 D-Index: 114 scientists 66 D-Index: 119 scientists 67 D-Index: 95 scientists 68 D-Index: 87 scientists 69 D-Index: 77 scientists 70 D-Index: 89 scientists 71 D-Index: 69 scientists 72 D-Index: 54 scientists 73 D-Index: 46 scientists 74 D-Index: 55 scientists 75 D-Index: 54 scientists 76 D-Index: 49 scientists 77 D-Index: 53 scientists 78 D-Index: 46 scientists 79 D-Index: 28 scientists 80 D-Index: 39 scientists 81 D-Index: 36 scientists 82 D-Index: 24 scientists 83 D-Index: 26 scientists 84 D-Index: 36 scientists 85 D-Index: 18 scientists 86 D-Index: 25 scientists 87 D-Index: 19 scientists 88 D-Index: 26 scientists 89 D-Index: 27 scientists 90 D-Index: 23 scientists 91 D-Index: 15 scientists 92 D-Index: 12 scientists 93 D-Index: 9 scientists 94 D-Index: 15 scientists 95 D-Index: 10 scientists 96 D-Index: 13 scientists 97 D-Index: 13 scientists 98 D-Index: 9 scientists 99 D-Index: 7 scientists 100 D-Index: 7 scientists 101 D-Index: 8 scientists 102 D-Index: 7 scientists 103 D-Index: 7 scientists 104 D-Index: 9 scientists 105 D-Index: 6 scientists 106 D-Index: 9 scientists 107+ D-Index: 99 scientists
30 D-Index 107+

This scientist: 61 D-Index — 80th percentile

80% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 107 D-Index or more.

Overview

Christian Soize is a researcher affiliated with Université Gustave Eiffel in France. Their research focuses primarily on engineering and computer science, with significant contributions to subfields such as statistics, probability and uncertainty, artificial intelligence, mechanics of materials, civil and structural engineering, and statistical and nonlinear physics.

The main topics of Soize's work include probabilistic and robust engineering design, model reduction and neural networks, Gaussian processes and Bayesian inference, composite material mechanics, structural health monitoring techniques, acoustic wave phenomena research, and advanced mathematical modeling in engineering.

Soize has coauthored frequently with several scholars, including Roger Ghanem, Guillaume Perrin, Gabriele La Valle, Christophe Desceliers, and Christine Fünfschilling.

The researcher has published extensively in various venues, with a notable concentration of output in:

  • Computer Methods in Applied Mechanics and Engineering
  • arXiv (Cornell University)
  • Computational Mechanics
  • SSRN Electronic Journal
  • International Journal for Numerical Methods in Engineering

Recent publications by Christian Soize illustrate their work on probabilistic learning and uncertainty quantification. Selected papers include:

  • "Probabilistic learning on manifolds constrained by nonlinear partial differential equations for small datasets," 2021, Computer Methods in Applied Mechanics and Engineering
  • "Probabilistic learning and updating of a digital twin for composite material systems," 2020, International Journal for Numerical Methods in Engineering
  • "COMPUTATION OF SOBOL INDICES IN GLOBAL SENSITIVITY ANALYSIS FROM SMALL DATA SETS BY PROBABILISTIC LEARNING ON MANIFOLDS," 2020, International Journal for Uncertainty Quantification
  • "Sensitivity of a homogeneous and isotropic second-gradient continuum model for particle-based materials with respect to uncertainties," 2023, ZAMM - Journal of Applied Mathematics and Mechanics / Zeitschrift für Angewandte Mathematik und Mechanik
  • "An overview on uncertainty quantification and probabilistic learning on manifolds in multiscale mechanics of materials," 2023, Mathematics and Mechanics of Complex Systems

Best Publications

  • Physical Systems with Random Uncertainties: Chaos Representations with Arbitrary Probability Measure

    Christian Soize;Roger Ghanem

  • A nonparametric model of random uncertainties for reduced matrix models in structural dynamics

    Christian Soize

  • Structural Acoustics and Vibration: Mechanical Models, Variational Formulations and Discretization

    Christian Soize;Roger Ohayon

  • Maximum entropy approach for modeling random uncertainties in transient elastodynamics.

    Christian Soize

  • Random matrix theory for modeling uncertainties in computational mechanics

    Christian Soize

  • The Fokker-Planck Equation for Stochastic Dynamical Systems and Its Explicit Steady State Solutions

    Christian Soize

  • A comprehensive overview of a non-parametric probabilistic approach of model uncertainties for predictive models in structural dynamics

    Christian Soize

  • Structural Acoustics and Vibration

    Roger Ohayon;Christian Soize

  • Non-linear dynamics of a drill-string with uncertain model of the bit-rock interaction

    T.G. Ritto;Christian Soize;R. Sampaio

  • Non-Gaussian positive-definite matrix-valued random fields for elliptic stochastic partial differential operators

    Christian Soize

  • A model and numerical method in the medium frequency range for vibroacoustic predictions using the theory of structural fuzzy

    Christian Soize

  • Stochastic reduced order models for uncertain geometrically nonlinear dynamical systems

    Marc P. Mignolet;Christian Soize

  • Stochastic modeling of uncertainties in computational structural dynamics—Recent theoretical advances

    Christian Soize

  • Maximum likelihood estimation of stochastic chaos representations from experimental data

    Christophe Desceliers;Roger Ghanem;Christian Soize

  • Mathematics of random phenomena : random vibrations of mechanical structures

    Paul Krée;Christian Soize

  • Non-Gaussian simulation using Hermite polynomial expansion: convergences and algorithms

    Bénédicte Puig;Fabrice Poirion;Christian Soize

  • Structural-acoustic modeling of automotive vehicles in presence of uncertainties and experimental identification and validation.

    Jean-François Durand;Christian Soize;Laurent Gagliardini

  • Random matrix theory and non-parametric model of random uncertainties in vibration analysis

    Christian Soize

  • Construction of probability distributions in high dimension using the maximum entropy principle: Applications to stochastic processes, random fields and random matrices

    Christian Soize

  • Stochastic Models of Uncertainties in Computational Mechanics

    Christian Soize

Frequent Co-Authors

Roger Ohayon
Roger Ohayon Conservatoire National des Arts et Métiers
Roger Ghanem
Roger Ghanem University of Southern California
Guillaume Haiat
Guillaume Haiat Centre national de la recherche scientifique, CNRS
Maryline Talmant
Maryline Talmant Université Paris Cité
Charbel Farhat
Charbel Farhat Stanford University
Julien Yvonnet
Julien Yvonnet Gustave Eiffel University
Djimedo Kondo
Djimedo Kondo Sorbonne University
Christophe Binetruy
Christophe Binetruy École Centrale de Nantes
Gerhart I. Schuëller
Gerhart I. Schuëller University of Innsbruck
Habib N. Najm
Habib N. Najm Sandia National Laboratories

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