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Samuel J. Gershman

Samuel J. Gershman

Harvard University
United States

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Psychology 72 2038 1848 1189 1053 204 23506
Computer Science 74 1477 1432 770 742 204 24832

Samuel J. Gershman publications per year

The chart shows the history of publications by Samuel J. Gershman between 2009 and 2025, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Samuel J. Gershman published across 17 years, from 2009 to 2025, averaging 21.1 papers a year. Output peaked at 46 publications in 2025. 84 of the 358 publications appeared in the last two years.

No. of publications
10 20 30 40
Bar chart. Horizontal axis: year, 2009 to 2025. Vertical axis: number of publications, 0 to 46. Peak 46 publications in 2025. 2009: 3 publications 2010: 4 publications 2011: 4 publications 2012: 6 publications 2013: 9 publications 2014: 14 publications 2015: 13 publications 2016: 14 publications 2017: 29 publications 2018: 31 publications 2019: 32 publications 2020: 28 publications 2021: 31 publications 2022: 21 publications 2023: 35 publications 2024: 38 publications 2025: 46 publications
2009 2025

358 publications in total across all disciplines

View publications per year as a table
Samuel J. Gershman: publications per year, 2009 to 2025
Year Publications
2009 3
2010 4
2011 4
2012 6
2013 9
2014 14
2015 13
2016 14
2017 29
2018 31
2019 32
2020 28
2021 31
2022 21
2023 35
2024 38
2025 46
Total 358
Download as CSV

Samuel J. Gershman 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 Samuel J. Gershman 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, 202–211 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: 204 publications — 48th percentile

48% 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
162–171 534
172–181 556
182–191 583
192–201 519
202–211 508 204
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

Samuel J. Gershman 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 Samuel J. Gershman 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, 74–75 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: 74 D-Index — 90th percentile

90% 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
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 74
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

Research.com Recognitions

  • 2018 - Fellow of Alfred P. Sloan Foundation

Overview

Samuel J. Gershman is affiliated with Harvard University in the United States. Their research spans multiple fields with a primary focus on neuroscience and computer science. Gershman's work addresses key areas within cognitive neuroscience, artificial intelligence, cellular and molecular neuroscience, developmental and educational psychology, and general decision sciences.

The scientist has contributed extensively to various research topics including:

  • Neural dynamics and brain function
  • Neural and behavioral psychology studies
  • Memory and neural mechanisms
  • Decision-making and behavioral economics
  • Child and animal learning development
  • Reinforcement learning in robotics
  • Receptor mechanisms and signaling

Gershman's frequent publication venues demonstrate a broad engagement with both preprint and peer-reviewed outlets, including:

  • bioRxiv (Cold Spring Harbor Laboratory)
  • arXiv (Cornell University)
  • PLoS Computational Biology
  • Cognition
  • Nature Human Behaviour

Among their published papers are several notable works from 2020 and 2021, such as:

  • A Unified Framework for Dopamine Signals across Timescales (2020, Cell)
  • Hippocampal remapping as hidden state inference (2020, eLife)
  • Structured Event Memory: A neuro-symbolic model of event cognition (2020, Psychological Review)
  • Resource-rational decision making (2021, Current Opinion in Behavioral Sciences)
  • Dissociable neural correlates of uncertainty underlie different exploration strategies (2020, Nature Communications)

Frequent collaborators in Gershman's work include:

  • Joshua B. Tenenbaum
  • Eric Schulz
  • Momchil S. Tomov
  • Yang Xiang
  • Lucy Lai

In addition to articles, Gershman has authored books published by Princeton University Press, notably What Makes Us Smart (2021).

Recognition for their academic contributions includes receiving the fellowship from the Alfred P. Sloan Foundation awarded in 2018.

Best Publications

  • Building machines that learn and think like people.

    Brenden M. Lake;Tomer David Ullman;Joshua B Tenenbaum;Samuel J Gershman

  • Model-based influences on humans' choices and striatal prediction errors.

    Nathaniel D. Daw;Samuel J. Gershman;Ben Seymour;Peter Dayan

  • The hippocampus as a predictive map

    Kimberly L Stachenfeld;Matthew M Botvinick;Samuel J Gershman

  • Computational rationality: A converging paradigm for intelligence in brains, minds, and machines

    Samuel J. Gershman;Eric J. Horvitz;Joshua B. Tenenbaum

  • A Tutorial on Bayesian Nonparametric Models

    Samuel J. Gershman;David M. Blei

  • Reinforcement Learning and Episodic Memory in Humans and Animals: An Integrative Framework.

    Samuel J Gershman;Nathaniel D Daw

  • The successor representation in human reinforcement learning.

    I. Momennejad;E. M. Russek;J. H. Cheong;M. M. Botvinick

  • Context, learning, and extinction.

    Samuel J. Gershman;David M. Blei;Yael Niv

  • Reinforcement learning in multidimensional environments relies on attention mechanisms

    Yael Niv;Reka Daniel;Andra Geana;Samuel J. Gershman

  • Predictive representations can link model-based reinforcement learning to model-free mechanisms.

    Evan M. Russek;Ida Momennejad;Matthew M. Botvinick;Samuel J. Gershman

  • The Curse of Planning Dissecting Multiple Reinforcement-Learning Systems by Taxing the Central Executive

    A. Ross Otto;Samuel J. Gershman;Arthur B. Markman;Nathaniel D. Daw

  • Learning latent structure: Carving nature at its joints

    Samuel J Gershman;Yael Niv

  • Accountability of AI Under the Law: The Role of Explanation

    Finale Doshi-Velez;Mason Kortz;Ryan Budish;Christopher Bavitz

  • Toward a universal decoder of linguistic meaning from brain activation

    Francisco Pereira;Bin Lou;Brianna Pritchett;Samuel Ritter

  • A Unified Framework for Dopamine Signals across Timescales

    HyungGoo R. Kim;Athar N. Malik;John G. Mikhael;Pol Bech

  • Retrospective revaluation in sequential decision making: a tale of two systems.

    Samuel J. Gershman;Arthur B. Markman;A. Ross Otto

  • Interplay of approximate planning strategies

    Quentin J. M. Huys;Quentin J. M. Huys;Níall Lally;Níall Lally;Paul Faulkner;Neir Eshel

  • Deconstructing the human algorithms for exploration.

    Samuel J. Gershman

  • Cost-Benefit Arbitration Between Multiple Reinforcement-Learning Systems.

    Wouter Kool;Samuel J Gershman;Fiery A Cushman

  • Amortized Inference in Probabilistic Reasoning

    Samuel Gershman;Noah D. Goodman

Frequent Co-Authors

Joshua B. Tenenbaum
Joshua B. Tenenbaum MIT
Yael Niv
Yael Niv Princeton University
Kenneth A. Norman
Kenneth A. Norman Princeton University
Geoffrey Schoenbaum
Geoffrey Schoenbaum National Institutes of Health
Matthew Botvinick
Matthew Botvinick Yale University
Fiery Cushman
Fiery Cushman Harvard University
David M. Blei
David M. Blei Columbia University
Nathaniel D. Daw
Nathaniel D. Daw Princeton University
Noah D. Goodman
Noah D. Goodman Stanford University
Marie H. Monfils
Marie H. Monfils The University of Texas at Austin

External Links

Personal website of Samuel J. Gershman Google Scholar page

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Best Scientists Citing Samuel J. Gershman

Nathaniel D. Daw

Nathaniel D. Daw

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Publications: 94

Raymond J. Dolan

Raymond J. Dolan

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Publications: 79

Peter Dayan

Peter Dayan

Max Planck Institute for Biological Cybernetics

Publications: 77

Quentin J. M. Huys

Quentin J. M. Huys

University College London

Publications: 60

Karl J. Friston

Karl J. Friston

University College London

Publications: 59

Geoffrey Schoenbaum

Geoffrey Schoenbaum

National Institutes of Health

Publications: 58

Kenneth A. Norman

Kenneth A. Norman

Princeton University

Publications: 56

Timothy E.J. Behrens

Timothy E.J. Behrens

University of Oxford

Publications: 50

Florian Schlagenhauf

Florian Schlagenhauf

Charité - University Medicine Berlin

Publications: 49

Michael J. Frank

Michael J. Frank

Brown University

Publications: 49

Lorenz Deserno

Lorenz Deserno

University of Wurzburg

Publications: 48

Thomas L. Griffiths

Thomas L. Griffiths

Princeton University

Publications: 46

Joshua B. Tenenbaum

Joshua B. Tenenbaum

MIT

Publications: 45

Yael Niv

Yael Niv

Princeton University

Publications: 41

Matthew Botvinick

Matthew Botvinick

Yale University

Publications: 40

Andreas Heinz

Andreas Heinz

Charité - University Medicine Berlin

Publications: 35

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