World's Best Scientists 2026 revealed!
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Arnaud Doucet
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Mathematics
UK
2026

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Mathematics 87 92 74 5 4 385 67691
Engineering and Technology 88 306 291 23 21 396 67945

Arnaud Doucet publications per year

The chart shows the history of publications by Arnaud Doucet between 1996 and 2025, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Arnaud Doucet published across 30 years, from 1996 to 2025, averaging 15.1 papers a year. Output peaked at 26 publications in 2006. 34 of the 452 publications appeared in the last two years.

No. of publications
5 10 15 20 25
Bar chart. Horizontal axis: year, 1996 to 2025. Vertical axis: number of publications, 0 to 26. Peak 26 publications in 2006. 1996: 6 publications 1997: 2 publications 1998: 21 publications 1999: 16 publications 2000: 21 publications 2001: 25 publications 2002: 21 publications 2003: 23 publications 2004: 19 publications 2005: 19 publications 2006: 26 publications 2007: 18 publications 2008: 10 publications 2009: 13 publications 2010: 16 publications 2011: 9 publications 2012: 19 publications 2013: 6 publications 2014: 11 publications 2015: 7 publications 2016: 3 publications 2017: 10 publications 2018: 9 publications 2019: 12 publications 2020: 8 publications 2021: 24 publications 2022: 24 publications 2023: 20 publications 2024: 20 publications 2025: 14 publications
1996 2025

452 publications in total across all disciplines

View publications per year as a table
Arnaud Doucet: publications per year, 1996 to 2025
Year Publications
1996 6
1997 2
1998 21
1999 16
2000 21
2001 25
2002 21
2003 23
2004 19
2005 19
2006 26
2007 18
2008 10
2009 13
2010 16
2011 9
2012 19
2013 6
2014 11
2015 7
2016 3
2017 10
2018 9
2019 12
2020 8
2021 24
2022 24
2023 20
2024 20
2025 14
Total 452
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Arnaud Doucet publications per year - data summary

  • Arnaud Doucet, a Mathematics scholar from University of Oxford, has 452 publications recorded across 30 years, from 1996 to 2025.
  • The oldest publication on record dates to 1996 and the most recent to 2025.
  • The most productive year is 2006, with 26 publications.
  • The least productive year with any output is 1997, with 2 publications.
  • The rate of publication averages 15.1 papers per year over the whole span, or 15.1 per year counting only the 30 years with at least one publication.
  • The last 5 years on the chart (2021-2025) hold 102 publications, 23% of the career total.
  • Split into equal eras - 1996-2005: 173 publications (17.3 per year); 2006-2015: 135 publications (13.5 per year); 2016-2025: 144 publications (14.4 per year).
  • Comparing the opening and closing eras, the overall trend of publication is broadly steady.

Arnaud Doucet 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 Arnaud Doucet sits on this spectrum.

No. of scientists
25 50 75 100
Bar chart with 100 bars. Horizontal axis: publications, 42–46 to 537+. Vertical axis: number of scientists, 0 to 112. Most scientists, 112, have 142–146 publications. The last bar groups every scientist with 537 publications or more. The highlighted bar, 382–386 publications, is where this scientist sits. 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 scientist 507–511 publications: 6 scientists 512–516 publications: 4 scientists 517–521 publications: 1 scientist 522–526 publications: 3 scientists 527–531 publications: 1 scientist 532–536 publications: 4 scientists 537+ publications: 100 scientists
42–46 publications 537+

This scientist: 385 publications — 93rd percentile

93% of scientists in this discipline score the same or lower.

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

View publications distribution as a table
Number of Mathematics scientists by publication count, Research.com 2026 ranking edition. Based on 3,584 ranked scientists.
Publications Scientists This scientist
42–46 3
47–51 5
52–56 7
57–61 20
62–66 14
67–71 25
72–76 19
77–81 35
82–86 50
87–91 60
92–96 86
97–101 84
102–106 83
107–111 90
112–116 99
117–121 90
122–126 91
127–131 109
132–136 110
137–141 98
142–146 112
147–151 102
152–156 88
157–161 106
162–166 83
167–171 102
172–176 77
177–181 81
182–186 78
187–191 71
192–196 92
197–201 64
202–206 69
207–211 64
212–216 62
217–221 58
222–226 53
227–231 50
232–236 46
237–241 46
242–246 46
247–251 43
252–256 29
257–261 45
262–266 30
267–271 33
272–276 34
277–281 30
282–286 31
287–291 21
292–296 34
297–301 26
302–306 10
307–311 17
312–316 23
317–321 13
322–326 16
327–331 26
332–336 13
337–341 13
342–346 16
347–351 17
352–356 12
357–361 18
362–366 18
367–371 9
372–376 11
377–381 8
382–386 8 385
387–391 9
392–396 9
397–401 8
402–406 11
407–411 6
412–416 6
417–421 9
422–426 8
427–431 5
432–436 8
437–441 8
442–446 4
447–451 4
452–456 4
457–461 2
462–466 2
467–471 4
472–476 3
477–481 3
482–486 6
487–491 3
492–496 5
497–501 5
502–506 1
507–511 6
512–516 4
517–521 1
522–526 3
527–531 1
532–536 4
537+ 100
Download as CSV

Arnaud Doucet publication distribution in Mathematics in 2026 - data summary

  • The chart plots the publication count of all 3,584 Mathematics scientists ranked by Research.com in 2026, grouped into 100 ranges running from 42–46 to 537+ publications.
  • Arnaud Doucet, a Mathematics scholar from University of Oxford, records 385 publications - the 93rd percentile of the discipline.
  • 93% of ranked Mathematics scientists score the same or lower than Arnaud Doucet, and about 7% score higher.
  • The median of the discipline falls in the 172–176 publications range, and Arnaud Doucet ranks above the median.
  • The most crowded range is 142–146 publications, holding 112 scientists (3% of the field).
  • 47% of the field sits in the lowest quarter of the value range (up to 162–166 publications), so the distribution leans towards the lower end of the scale.
  • The final bar has no upper bound: it groups every scientist with 537 publications or more, 100 scientists in all (3% of the field).

Arnaud Doucet 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 Arnaud Doucet sits on this spectrum.

No. of scientists
50 100 150
Bar chart with 57 bars. Horizontal axis: D-Index, 30 to 86+. Vertical axis: number of scientists, 0 to 174. Most scientists, 174, have 30 D-Index. The last bar groups every scientist with 86 D-Index or more. The highlighted bar, 86+ D-Index, is where this scientist sits. 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: 87 D-Index — 97th percentile

97% of scientists in this discipline score the same or lower.

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

View D-Index distribution as a table
Number of Mathematics scientists by D-index, Research.com 2026 ranking edition. Based on 3,584 ranked scientists.
D-Index Scientists This scientist
30 174
31 151
32 174
33 117
34 136
35 127
36 145
37 153
38 150
39 150
40 138
41 136
42 93
43 108
44 115
45 112
46 103
47 75
48 59
49 67
50 60
51 57
52 59
53 62
54 60
55 50
56 42
57 54
58 50
59 42
60 41
61 35
62 40
63 21
64 31
65 27
66 29
67 19
68 25
69 17
70 18
71 12
72 14
73 13
74 18
75 9
76 11
77 10
78 9
79 16
80 12
81 10
82 5
83 5
84 13
85 6
86+ 99 87
Download as CSV

Arnaud Doucet D-index placement in Mathematics in 2026 - data summary

  • The chart plots the discipline H-index (D-index) of all 3,584 Mathematics scientists ranked by Research.com in 2026, grouped into 57 ranges running from 30 to 86+ D-Index.
  • Arnaud Doucet, a Mathematics scholar from University of Oxford, records 87 D-Index - the 97th percentile of the discipline.
  • 97% of ranked Mathematics scientists score the same or lower than Arnaud Doucet, and about 3% score higher.
  • The median of the discipline falls in the 42 D-Index range, and Arnaud Doucet ranks above the median.
  • The most crowded range is 30 D-Index, holding 174 scientists (5% of the field).
  • 58% of the field sits in the lowest quarter of the value range (up to 44 D-Index), so the distribution is heavily right-skewed and high scores are rare.
  • The final bar has no upper bound: it groups every scientist with 86 D-Index or more, 99 scientists in all (3% of the field).

Research.com Recognitions

  • 2026 - Research.com Mathematics in United Kingdom Leader Award
  • 2025 - Research.com Mathematics in United Kingdom Leader Award

Overview

Arnaud Doucet is affiliated with the University of Oxford in the United Kingdom. Their research spans multiple domains within computer science and mathematics, focusing notably on artificial intelligence and statistical methodology.

The scientist has published extensively with a primary emphasis on topics including Markov Chains and Monte Carlo Methods, Gaussian Processes and Bayesian Inference, and Generative Adversarial Networks and Image Synthesis. Other notable areas of work include Bayesian Methods and Mixture Models, Statistical Methods and Inference, Model Reduction and Neural Networks, and Neural Networks and Applications.

Frequent publication venues for Arnaud Doucet include:

  • arXiv (Cornell University)
  • Journal of the Royal Statistical Society Series B (Statistical Methodology)
  • The Annals of Applied Probability
  • SIAM Journal on Control and Optimization
  • Biometrika

Among the more recent publications are:

  • SE(3) diffusion model with application to protein backbone generation, 2023, arXiv (Cornell University)
  • Non-Reversible Parallel Tempering: A Scalable Highly Parallel MCMC Scheme, 2021, Journal of the Royal Statistical Society Series B (Statistical Methodology)
  • Diffusion Schrödinger Bridge with Applications to Score-Based Generative Modeling, 2021, arXiv (Cornell University)
  • Randomized Hamiltonian Monte Carlo as scaling limit of the bouncy particle sampler and dimension-free convergence rates, 2021, The Annals of Applied Probability
  • COIN++: Neural Compression Across Modalities, 2022, arXiv (Cornell University)

Arnaud Doucet collaborates frequently with several coauthors, including:

  • Valentin De Bortoli
  • George Deligiannidis
  • Yee Whye Teh
  • Arthur Gretton
  • Joe Benton

The scientist's body of work covers a wide range of subfields within computer science and mathematics, particularly:

  • Artificial Intelligence
  • Statistics and Probability
  • Computer Vision and Pattern Recognition
  • Statistical and Nonlinear Physics
  • Management Science and Operations Research

Arnaud Doucet has contributed over 130 publications in computer science and nearly 60 in mathematics, marking a substantial academic involvement in their fields of study.

Best Publications

  • Sequential Monte Carlo methods in practice

    Arnaud Doucet;Nando De Freitas;Neil Gordon;Adrian Smith

  • An Introduction to Sequential Monte Carlo Methods

    Arnaud Doucet;Nando de Freitas;Neil J. Gordon

  • On sequential Monte Carlo sampling methods for Bayesian filtering

    Arnaud Doucet;Simon Godsill;Christophe Andrieu

  • An introduction to MCMC for machine learning

    Christophe Andrieu;Nando De Freitas;Arnaud Doucet;Michael I. Jordan

  • Particle Markov chain Monte Carlo methods

    Christophe Andrieu;Arnaud Doucet;Roman Holenstein

  • The Unscented Particle Filter

    Rudolph van der Merwe;Arnaud Doucet;Nando de Freitas;Eric A. Wan

  • A Tutorial on Particle Filtering and Smoothing: Fifteen years later

    Arnaud Doucet;Adam M. Johansen

  • Sequential Monte Carlo samplers

    Pierre Del Moral;Arnaud Doucet;Ajay Jasra

  • Editors: Sequential Monte Carlo Methods in Practice

    Arnaud Doucet;Joao F. G. De Freitas;Neil J. Gordon

  • Sequential Monte Carlo methods for multitarget filtering with random finite sets

    B.-N. Vo;S. Singh;A. Doucet

  • Rao-blackwellised particle filtering for dynamic Bayesian networks

    Arnaud Doucet;Nando de Freitas;Kevin P. Murphy;Stuart J. Russell

  • A survey of convergence results on particle filtering methods for practitioners

    D. Crisan;A. Doucet

  • Particle filters for state estimation of jump Markov linear systems

    A. Doucet;N.J. Gordon;V. Krishnamurthy

  • On sequential simulation-based methods for Bayesian filtering

    Arnaud Doucet;Simon J. Godsill;Christophe Andrieu

  • Monte Carlo Smoothing for Nonlinear Time Series

    Simon J Godsill;Arnaud Doucet;Mike West

  • On Particle Methods for Parameter Estimation in State-Space Models

    Nikolas Kantas;Arnaud Doucet;Sumeetpal S. Singh;Jan Maciejowski

  • Fast Computation of Wasserstein Barycenters

    Marco Cuturi;Arnaud Doucet

  • An adaptive sequential Monte Carlo method for approximate Bayesian computation

    Pierre Moral;Arnaud Doucet;Ajay Jasra

  • Sequential monte carlo implementation of the phd filter for multi-target tracking

    Ba-Ngu Vo;S. Singh;A. Doucet

  • Particle methods for change detection, system identification, and control

    C. Andrieu;A. Doucet;S.S. Singh;V.B. Tadic

  • Augmented Neural ODEs

    Emilien Dupont;Arnaud Doucet;Yee Whye Teh

  • Sequential monte carlo samplers

    Pierre Del Moral;Arnaud Doucet

Frequent Co-Authors

Christophe Andrieu
Christophe Andrieu University of Bristol
Nando de Freitas
Nando de Freitas DeepMind (United Kingdom)
Simon J. Godsill
Simon J. Godsill University of Cambridge
Yee Whye Teh
Yee Whye Teh University of Oxford
Ba-Ngu Vo
Ba-Ngu Vo Curtin University
Christian P. Robert
Christian P. Robert Paris Dauphine University
Frank Wood
Frank Wood University of British Columbia
Robin J. Evans
Robin J. Evans University of Melbourne
Michael West
Michael West Duke University
Vikram Krishnamurthy
Vikram Krishnamurthy Cornell University

External Links

Personal website of Arnaud Doucet Google Scholar page

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Best Scientists Citing Arnaud Doucet

Petar M. Djuric

Petar M. Djuric

Stony Brook University

Publications: 154

Thomas B. Schön

Thomas B. Schön

Uppsala University

Publications: 132

Simon J. Godsill

Simon J. Godsill

University of Cambridge

Publications: 129

Ba-Ngu Vo

Ba-Ngu Vo

Curtin University

Publications: 123

Fredrik Gustafsson

Fredrik Gustafsson

Linköping University

Publications: 100

Ba-Tuong Vo

Ba-Tuong Vo

Curtin University

Publications: 86

Branko Ristic

Branko Ristic

RMIT University

Publications: 74

Christian P. Robert

Christian P. Robert

Paris Dauphine University

Publications: 70

Lyudmila Mihaylova

Lyudmila Mihaylova

University of Sheffield

Publications: 69

Jean-Yves Tourneret

Jean-Yves Tourneret

National Polytechnic Institute of Toulouse

Publications: 66

Luca Martino

Luca Martino

King Juan Carlos University

Publications: 65

Paul Fearnhead

Paul Fearnhead

Lancaster University

Publications: 55

Wolfram Burgard

Wolfram Burgard

University of Technology Nuremberg

Publications: 55

Sebastian Thrun

Sebastian Thrun

Stanford University

Publications: 55

Eric Moulines

Eric Moulines

Mohamed bin Zayed University of Artificial Intelligence

Publications: 54

Nicolas Dobigeon

Nicolas Dobigeon

National Polytechnic Institute of Toulouse

Publications: 53

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