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Christian Soize

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Engineering and Technology 61 2036 1941 30 29 701 14042

Christian Soize publications per year

The chart shows the history of publications by Christian Soize between 1978 and 2025, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Christian Soize published across 48 years, from 1978 to 2025, averaging 15.5 papers a year. Output peaked at 53 publications in 2014. 27 of the 743 publications appeared in the last two years.

No. of publications
10 20 30 40 50
Bar chart. Horizontal axis: year, 1978 to 2025. Vertical axis: number of publications, 0 to 53. Peak 53 publications in 2014. 1978: 2 publications 1979: 1 publication 1980: 3 publications 1981: 2 publications 1982: 2 publications 1983: 2 publications 1984: 2 publications 1985: 1 publication 1986: 22 publications 1987: 1 publication 1988: 2 publications 1989: 5 publications 1990: 0 publications 1991: 3 publications 1992: 11 publications 1993: 3 publications 1994: 19 publications 1995: 7 publications 1996: 3 publications 1997: 5 publications 1998: 14 publications 1999: 7 publications 2000: 3 publications 2001: 8 publications 2002: 6 publications 2003: 17 publications 2004: 12 publications 2005: 22 publications 2006: 18 publications 2007: 25 publications 2008: 44 publications 2009: 43 publications 2010: 30 publications 2011: 29 publications 2012: 37 publications 2013: 46 publications 2014: 53 publications 2015: 40 publications 2016: 24 publications 2017: 41 publications 2018: 25 publications 2019: 32 publications 2020: 14 publications 2021: 15 publications 2022: 6 publications 2023: 9 publications 2024: 13 publications 2025: 14 publications
1978 2025

743 publications in total across all disciplines

View publications per year as a table
Christian Soize: publications per year, 1978 to 2025
Year Publications
1978 2
1979 1
1980 3
1981 2
1982 2
1983 2
1984 2
1985 1
1986 22
1987 1
1988 2
1989 5
1990 0
1991 3
1992 11
1993 3
1994 19
1995 7
1996 3
1997 5
1998 14
1999 7
2000 3
2001 8
2002 6
2003 17
2004 12
2005 22
2006 18
2007 25
2008 44
2009 43
2010 30
2011 29
2012 37
2013 46
2014 53
2015 40
2016 24
2017 41
2018 25
2019 32
2020 14
2021 15
2022 6
2023 9
2024 13
2025 14
Total 743
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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.

No. of scientists
100 200 300 400
Bar chart with 78 bars. Horizontal axis: publications, 38–47 to 804+. Vertical axis: number of scientists, 0 to 457. Most scientists, 457, have 148–157 publications. The last bar groups every scientist with 804 publications or more. The highlighted bar, 698–707 publications, is where this scientist sits. 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
38–47 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.

View publications distribution as a table
Number of Engineering and Technology scientists by publication count, Research.com 2026 ranking edition. Based on 9,796 ranked scientists.
Publications Scientists This scientist
38–47 20
48–57 35
58–67 96
68–77 135
78–87 190
88–97 259
98–107 283
108–117 369
118–127 341
128–137 386
138–147 372
148–157 457
158–167 415
168–177 407
178–187 421
188–197 378
198–207 403
208–217 317
218–227 346
228–237 321
238–247 260
248–257 280
258–267 240
268–277 214
278–287 242
288–297 203
298–307 166
308–317 154
318–327 175
328–337 159
338–347 99
348–357 131
358–367 106
368–377 118
378–387 97
388–397 108
398–407 82
408–417 71
418–427 64
428–437 55
438–447 54
448–457 60
458–467 47
468–477 40
478–487 30
488–497 29
498–507 38
508–517 40
518–527 32
528–537 23
538–547 28
548–557 23
558–567 19
568–577 16
578–587 17
588–597 18
598–607 22
608–617 15
618–627 9
628–637 11
638–647 21
648–657 12
658–667 9
668–677 11
678–687 9
688–697 6
698–707 14 701
708–717 7
718–727 8
728–737 10
738–747 9
748–757 5
758–767 5
768–777 11
778–787 7
788–797 2
798–803 4
804+ 100
Download as CSV

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.

No. of scientists
100 200 300 400
Bar chart with 78 bars. Horizontal axis: D-Index, 30 to 107+. Vertical axis: number of scientists, 0 to 426. Most scientists, 426, have 42 D-Index. The last bar groups every scientist with 107 D-Index or more. The highlighted bar, 61 D-Index, is where this scientist sits. 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.

View D-Index distribution as a table
Number of Engineering and Technology scientists by D-index, Research.com 2026 ranking edition. Based on 9,796 ranked scientists.
D-Index Scientists This scientist
30 59
31 114
32 129
33 189
34 200
35 262
36 311
37 312
38 350
39 385
40 348
41 362
42 426
43 380
44 310
45 341
46 301
47 306
48 271
49 246
50 210
51 253
52 213
53 221
54 195
55 186
56 170
57 167
58 166
59 144
60 152
61 141 61
62 138
63 131
64 118
65 114
66 119
67 95
68 87
69 77
70 89
71 69
72 54
73 46
74 55
75 54
76 49
77 53
78 46
79 28
80 39
81 36
82 24
83 26
84 36
85 18
86 25
87 19
88 26
89 27
90 23
91 15
92 12
93 9
94 15
95 10
96 13
97 13
98 9
99 7
100 7
101 8
102 7
103 7
104 9
105 6
106 9
107+ 99
Download as CSV

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

External Links

Personal website of Christian Soize Google Scholar page

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Best Scientists Citing Christian Soize

Roger Ghanem

Roger Ghanem

University of Southern California

Publications: 58

Bruno Sudret

Bruno Sudret

ETH Zurich

Publications: 49

Hermann G. Matthies

Hermann G. Matthies

Technische Universität Braunschweig

Publications: 35

Sondipon Adhikari

Sondipon Adhikari

University of Glasgow

Publications: 31

Roger Ohayon

Roger Ohayon

Conservatoire National des Arts et Métiers

Publications: 27

Mohamed Ichchou

Mohamed Ichchou

École Centrale de Lyon

Publications: 23

Pierre Ladevèze

Pierre Ladevèze

École Normale Supérieure Paris-Saclay

Publications: 21

Robin S. Langley

Robin S. Langley

University of Cambridge

Publications: 19

Guillaume Haiat

Guillaume Haiat

Centre national de la recherche scientifique, CNRS

Publications: 18

Gerhart I. Schuëller

Gerhart I. Schuëller

University of Innsbruck

Publications: 15

Dirk Vandepitte

Dirk Vandepitte

KU Leuven

Publications: 15

Dejie Yu

Dejie Yu

Hunan University

Publications: 15

Steffen Marburg

Steffen Marburg

Technical University of Munich

Publications: 15

Ludovic Noels

Ludovic Noels

University of Liège

Publications: 14

Jean-François Deü

Jean-François Deü

Conservatoire National des Arts et Métiers

Publications: 14

Geert Lombaert

Geert Lombaert

KU Leuven

Publications: 13

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