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Murray Shanahan

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Computer Science 53 4784 4650 284 282 154 12358

Murray Shanahan publications per year

The chart shows the history of publications by Murray Shanahan between 1980 and 2026, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Murray Shanahan published across 47 years, from 1980 to 2026, averaging 4.1 papers a year. Output peaked at 14 publications in 2015. 8 of the 193 publications appeared in the last two years.

No. of publications
5 10
Bar chart. Horizontal axis: year, 1980 to 2026. Vertical axis: number of publications, 0 to 14. Peak 14 publications in 2015. 1980: 1 publication 1981: 0 publications 1982: 0 publications 1983: 0 publications 1984: 0 publications 1985: 0 publications 1986: 0 publications 1987: 1 publication 1988: 1 publication 1989: 2 publications 1990: 1 publication 1991: 0 publications 1992: 0 publications 1993: 1 publication 1994: 2 publications 1995: 3 publications 1996: 4 publications 1997: 3 publications 1998: 1 publication 1999: 6 publications 2000: 3 publications 2001: 5 publications 2002: 4 publications 2003: 1 publication 2004: 4 publications 2005: 4 publications 2006: 5 publications 2007: 6 publications 2008: 5 publications 2009: 2 publications 2010: 10 publications 2011: 3 publications 2012: 8 publications 2013: 5 publications 2014: 6 publications 2015: 14 publications 2016: 6 publications 2017: 6 publications 2018: 12 publications 2019: 7 publications 2020: 9 publications 2021: 8 publications 2022: 9 publications 2023: 7 publications 2024: 10 publications 2025: 6 publications 2026: 2 publications
1980 2026

193 publications in total across all disciplines

View publications per year as a table
Murray Shanahan: publications per year, 1980 to 2026
Year Publications
1980 1
1981 0
1982 0
1983 0
1984 0
1985 0
1986 0
1987 1
1988 1
1989 2
1990 1
1991 0
1992 0
1993 1
1994 2
1995 3
1996 4
1997 3
1998 1
1999 6
2000 3
2001 5
2002 4
2003 1
2004 4
2005 4
2006 5
2007 6
2008 5
2009 2
2010 10
2011 3
2012 8
2013 5
2014 6
2015 14
2016 6
2017 6
2018 12
2019 7
2020 9
2021 8
2022 9
2023 7
2024 10
2025 6
2026 2
Total 193
Download as CSV

Murray Shanahan publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Murray Shanahan sits on this spectrum.

No. of scientists
200 400 600
Bar chart with 97 bars. Horizontal axis: publications, 32–41 to 991+. Vertical axis: number of scientists, 0 to 609. Most scientists, 609, have 142–151 publications. The last bar groups every scientist with 991 publications or more. The highlighted bar, 152–161 publications, is where this scientist sits. 32–41 publications: 7 scientists 42–51 publications: 22 scientists 52–61 publications: 82 scientists 62–71 publications: 134 scientists 72–81 publications: 249 scientists 82–91 publications: 324 scientists 92–101 publications: 421 scientists 102–111 publications: 420 scientists 112–121 publications: 497 scientists 122–131 publications: 544 scientists 132–141 publications: 555 scientists 142–151 publications: 609 scientists 152–161 publications: 559 scientists 162–171 publications: 534 scientists 172–181 publications: 556 scientists 182–191 publications: 583 scientists 192–201 publications: 519 scientists 202–211 publications: 508 scientists 212–221 publications: 490 scientists 222–231 publications: 437 scientists 232–241 publications: 423 scientists 242–251 publications: 408 scientists 252–261 publications: 377 scientists 262–271 publications: 301 scientists 272–281 publications: 335 scientists 282–291 publications: 320 scientists 292–301 publications: 293 scientists 302–311 publications: 250 scientists 312–321 publications: 238 scientists 322–331 publications: 206 scientists 332–341 publications: 209 scientists 342–351 publications: 208 scientists 352–361 publications: 162 scientists 362–371 publications: 176 scientists 372–381 publications: 127 scientists 382–391 publications: 158 scientists 392–401 publications: 128 scientists 402–411 publications: 104 scientists 412–421 publications: 94 scientists 422–431 publications: 99 scientists 432–441 publications: 83 scientists 442–451 publications: 108 scientists 452–461 publications: 73 scientists 462–471 publications: 77 scientists 472–481 publications: 69 scientists 482–491 publications: 84 scientists 492–501 publications: 62 scientists 502–511 publications: 54 scientists 512–521 publications: 57 scientists 522–531 publications: 51 scientists 532–541 publications: 51 scientists 542–551 publications: 32 scientists 552–561 publications: 38 scientists 562–571 publications: 28 scientists 572–581 publications: 43 scientists 582–591 publications: 33 scientists 592–601 publications: 41 scientists 602–611 publications: 32 scientists 612–621 publications: 28 scientists 622–631 publications: 25 scientists 632–641 publications: 27 scientists 642–651 publications: 17 scientists 652–661 publications: 20 scientists 662–671 publications: 17 scientists 672–681 publications: 15 scientists 682–691 publications: 14 scientists 692–701 publications: 21 scientists 702–711 publications: 13 scientists 712–721 publications: 12 scientists 722–731 publications: 19 scientists 732–741 publications: 14 scientists 742–751 publications: 12 scientists 752–761 publications: 10 scientists 762–771 publications: 10 scientists 772–781 publications: 11 scientists 782–791 publications: 10 scientists 792–801 publications: 11 scientists 802–811 publications: 8 scientists 812–821 publications: 8 scientists 822–831 publications: 7 scientists 832–841 publications: 11 scientists 842–851 publications: 10 scientists 852–861 publications: 5 scientists 862–871 publications: 9 scientists 872–881 publications: 4 scientists 882–891 publications: 6 scientists 892–901 publications: 3 scientists 902–911 publications: 6 scientists 912–921 publications: 3 scientists 922–931 publications: 2 scientists 932–941 publications: 2 scientists 942–951 publications: 2 scientists 952–961 publications: 3 scientists 962–971 publications: 3 scientists 972–981 publications: 3 scientists 982–990 publications: 5 scientists 991+ publications: 100 scientists
32–41 publications 991+

This scientist: 154 publications — 28th percentile

28% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 991 publications or more.

View publications distribution as a table
Number of Computer Science scientists by publication count, Research.com 2026 ranking edition. Based on 14,188 ranked scientists.
Publications Scientists This scientist
32–41 7
42–51 22
52–61 82
62–71 134
72–81 249
82–91 324
92–101 421
102–111 420
112–121 497
122–131 544
132–141 555
142–151 609
152–161 559 154
162–171 534
172–181 556
182–191 583
192–201 519
202–211 508
212–221 490
222–231 437
232–241 423
242–251 408
252–261 377
262–271 301
272–281 335
282–291 320
292–301 293
302–311 250
312–321 238
322–331 206
332–341 209
342–351 208
352–361 162
362–371 176
372–381 127
382–391 158
392–401 128
402–411 104
412–421 94
422–431 99
432–441 83
442–451 108
452–461 73
462–471 77
472–481 69
482–491 84
492–501 62
502–511 54
512–521 57
522–531 51
532–541 51
542–551 32
552–561 38
562–571 28
572–581 43
582–591 33
592–601 41
602–611 32
612–621 28
622–631 25
632–641 27
642–651 17
652–661 20
662–671 17
672–681 15
682–691 14
692–701 21
702–711 13
712–721 12
722–731 19
732–741 14
742–751 12
752–761 10
762–771 10
772–781 11
782–791 10
792–801 11
802–811 8
812–821 8
822–831 7
832–841 11
842–851 10
852–861 5
862–871 9
872–881 4
882–891 6
892–901 3
902–911 6
912–921 3
922–931 2
932–941 2
942–951 2
952–961 3
962–971 3
972–981 3
982–990 5
991+ 100
Download as CSV

Murray Shanahan D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Murray Shanahan sits on this spectrum.

No. of scientists
200 400 600 800
Bar chart with 52 bars. Horizontal axis: D-Index, 30–31 to 131+. Vertical axis: number of scientists, 0 to 990. Most scientists, 990, have 36–37 D-Index. The last bar groups every scientist with 131 D-Index or more. The highlighted bar, 52–53 D-Index, is where this scientist sits. 30–31 D-Index: 879 scientists 32–33 D-Index: 983 scientists 34–35 D-Index: 918 scientists 36–37 D-Index: 990 scientists 38–39 D-Index: 968 scientists 40–41 D-Index: 907 scientists 42–43 D-Index: 821 scientists 44–45 D-Index: 763 scientists 46–47 D-Index: 689 scientists 48–49 D-Index: 543 scientists 50–51 D-Index: 543 scientists 52–53 D-Index: 518 scientists 54–55 D-Index: 500 scientists 56–57 D-Index: 458 scientists 58–59 D-Index: 400 scientists 60–61 D-Index: 337 scientists 62–63 D-Index: 308 scientists 64–65 D-Index: 292 scientists 66–67 D-Index: 249 scientists 68–69 D-Index: 213 scientists 70–71 D-Index: 192 scientists 72–73 D-Index: 189 scientists 74–75 D-Index: 165 scientists 76–77 D-Index: 139 scientists 78–79 D-Index: 119 scientists 80–81 D-Index: 121 scientists 82–83 D-Index: 113 scientists 84–85 D-Index: 88 scientists 86–87 D-Index: 87 scientists 88–89 D-Index: 75 scientists 90–91 D-Index: 69 scientists 92–93 D-Index: 57 scientists 94–95 D-Index: 46 scientists 96–97 D-Index: 38 scientists 98–99 D-Index: 34 scientists 100–101 D-Index: 36 scientists 102–103 D-Index: 27 scientists 104–105 D-Index: 37 scientists 106–107 D-Index: 18 scientists 108–109 D-Index: 31 scientists 110–111 D-Index: 19 scientists 112–113 D-Index: 16 scientists 114–115 D-Index: 12 scientists 116–117 D-Index: 20 scientists 118–119 D-Index: 15 scientists 120–121 D-Index: 5 scientists 122–123 D-Index: 20 scientists 124–125 D-Index: 8 scientists 126–127 D-Index: 5 scientists 128–129 D-Index: 7 scientists 130 D-Index: 3 scientists 131+ D-Index: 98 scientists
30–31 D-Index 131+

This scientist: 53 D-Index — 67th percentile

67% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 131 D-Index or more.

View D-Index distribution as a table
Number of Computer Science scientists by D-index, Research.com 2026 ranking edition. Based on 14,188 ranked scientists.
D-Index Scientists This scientist
30–31 879
32–33 983
34–35 918
36–37 990
38–39 968
40–41 907
42–43 821
44–45 763
46–47 689
48–49 543
50–51 543
52–53 518 53
54–55 500
56–57 458
58–59 400
60–61 337
62–63 308
64–65 292
66–67 249
68–69 213
70–71 192
72–73 189
74–75 165
76–77 139
78–79 119
80–81 121
82–83 113
84–85 88
86–87 87
88–89 75
90–91 69
92–93 57
94–95 46
96–97 38
98–99 34
100–101 36
102–103 27
104–105 37
106–107 18
108–109 31
110–111 19
112–113 16
114–115 12
116–117 20
118–119 15
120–121 5
122–123 20
124–125 8
126–127 5
128–129 7
130 3
131+ 98
Download as CSV

Overview

Murray Shanahan is affiliated with Imperial College London in the United Kingdom. Their research focuses primarily within the field of Computer Science, with 69 publications. Within this broad field, Shanahan has contributed extensively to subfields such as Artificial Intelligence, Computer Vision and Pattern Recognition, Cognitive Neuroscience, Safety Research, and Social Psychology.

The scientist's work covers a range of topics including Topic Modeling, Natural Language Processing Techniques, Explainable Artificial Intelligence (XAI), Reinforcement Learning in Robotics, Domain Adaptation and Few-Shot Learning, Ethics and Social Impacts of AI, and Neural dynamics and brain function.

Shanahan's recent publications include:

  • "Role play with large language models" (2023, Nature)
  • "Talking about Large Language Models" (2024, Communications of the ACM)
  • "Selection-Inference: Exploiting Large Language Models for Interpretable Logical Reasoning" (2022, arXiv (Cornell University))
  • "Rethink reporting of evaluation results in AI" (2023, Science)
  • "Talking About Large Language Models" (2022, arXiv (Cornell University))

The main publication venues for Shanahan include arXiv (Cornell University) with 33 papers, Trends in Cognitive Sciences with 2 publications, Nature, Communications of the ACM, and Science with one publication each.

Frequent collaborators in Shanahan's research include:

  • Antonia Creswell
  • Lucy G. Cheke
  • Kyriacos Nikiforou
  • Borja G. León
  • Francesco Belardinelli

Best Publications

  • The entropic brain: a theory of conscious states informed by neuroimaging research with psychedelic drugs

    Robin Lester Carhart-Harris;Robert Leech;Peter John Hellyer;Murray Shanahan

  • The event calculus explained

    Murray Shanahan

  • Deep Unsupervised Clustering with Gaussian Mixture Variational Autoencoders

    Nat Dilokthanakul;Pedro A. M. Mediano;Marta Garnelo;Matthew C. H. Lee

  • Solving the Frame Problem: A Mathematical Investigation of the Common Sense Law of Inertia

    Murray Shanahan

  • Role play with large language models

    Unknown

  • Prediction is deduction but explanation is abduction

    Murray Shanahan

  • A cognitive architecture that combines internal simulation with a global workspace

    Murray Shanahan

  • Metastable chimera states in community-structured oscillator networks.

    Murray Shanahan

  • Conditional Neural Processes

    Marta Garnelo;Dan Rosenbaum;Christopher Maddison;Tiago Ramalho

  • Selection-Inference: Exploiting Large Language Models for Interpretable Logical Reasoning

    Unknown

  • Reconciling deep learning with symbolic artificial intelligence: representing objects and relations

    Marta Garnelo;Murray Shanahan

  • Large-scale network organization in the avian forebrain: a connectivity matrix and theoretical analysis.

    Murray Shanahan;Verner P. Bingman;Toru Shimizu;Martin Wild

  • Applying Global Workspace Theory to the Frame Problem.

    Murray Shanahan;Bernard J. Baars

  • Accelerated simulation of spiking neural networks using GPUs

    Andreas K. Fidjeland;Murray P. Shanahan

  • The control of global brain dynamics: opposing actions of frontoparietal control and default mode networks on attention.

    Peter J. Hellyer;Murray Shanahan;Gregory Scott;Richard J. S. Wise

  • Relational Deep Reinforcement Learning.

    Vinícius Flores Zambaldi;David Raposo;Adam Santoro;Victor Bapst

  • Training a spiking neural network to control a 4-DoF robotic arm based on Spike Timing-Dependent Plasticity

    Alexandros Bouganis;Murray Shanahan

  • An abductive event calculus planner

    Murray Shanahan

  • Towards Deep Symbolic Reinforcement Learning

    Marta Garnelo;Kai Arulkumaran;Murray Shanahan

  • Cognitive Flexibility through Metastable Neural Dynamics Is Disrupted by Damage to the Structural Connectome

    Peter J. Hellyer;Gregory Scott;Murray Shanahan;David J. Sharp

  • Perception as abduction: turning sensor data into meaningful representation.

    Murray Shanahan

  • The Event Calculus in Classical Logic - Alternative Axiomatisations.

    Rob Miller;Murray Shanahan

  • Deep reinforcement learning with relational inductive biases

    Vinícius Flores Zambaldi;David Raposo;Adam Santoro;Victor Bapst

Frequent Co-Authors

Claudia Clopath
Claudia Clopath Imperial College London
Anil K. Seth
Anil K. Seth University of Sussex
Danilo Jimenez Rezende
Danilo Jimenez Rezende DeepMind (United Kingdom)
Demis Hassabis
Demis Hassabis Google (United States)
Robert Leech
Robert Leech King's College London
Matthew Botvinick
Matthew Botvinick Yale University
Peter W. Battaglia
Peter W. Battaglia DeepMind (United Kingdom)
Oriol Vinyals
Oriol Vinyals DeepMind (United Kingdom)
Onur Güntürkün
Onur Güntürkün Ruhr University Bochum
David J. Sharp
David J. Sharp Imperial College London

External Links

Wikipedia of Murray Shanahan Personal website of Murray Shanahan Google Scholar page

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Best Scientists Citing Murray Shanahan

Robin L. Carhart-Harris

Robin L. Carhart-Harris

University of California, San Francisco

Publications: 59

Morten L. Kringelbach

Morten L. Kringelbach

University of Oxford

Publications: 57

Gustavo Deco

Gustavo Deco

Pompeu Fabra University

Publications: 53

Enzo Tagliazucchi

Enzo Tagliazucchi

University of Buenos Aires

Publications: 35

Robert Leech

Robert Leech

King's College London

Publications: 34

Onur Güntürkün

Onur Güntürkün

Ruhr University Bochum

Publications: 27

Anil K. Seth

Anil K. Seth

University of Sussex

Publications: 27

Antonis C. Kakas

Antonis C. Kakas

University of Cyprus

Publications: 27

Leor Roseman

Leor Roseman

Imperial College London

Publications: 25

David J. Nutt

David J. Nutt

Imperial College London

Publications: 25

Olaf Sporns

Olaf Sporns

Indiana University

Publications: 25

Philipp Hövel

Philipp Hövel

Saarland University

Publications: 21

Dimitris Plexousakis

Dimitris Plexousakis

University of Crete

Publications: 21

Chitta Baral

Chitta Baral

Arizona State University

Publications: 20

Alexander Artikis

Alexander Artikis

University of Piraeus

Publications: 20

Martijn P. van den Heuvel

Martijn P. van den Heuvel

Vrije Universiteit Amsterdam

Publications: 19

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