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Damien Ernst

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Electronics and Electrical Engineering 43 3790 3640 85 82 277 19069
Computer Science 43 7746 7523 75 71 293 18964

Damien Ernst publications per year

The chart shows the history of publications by Damien Ernst between 1997 and 2026, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Damien Ernst published across 30 years, from 1997 to 2026, averaging 15.1 papers a year. Output peaked at 30 publications in 2021. 14 of the 454 publications appeared in the last two years.

No. of publications
10 20 30
Bar chart. Horizontal axis: year, 1997 to 2026. Vertical axis: number of publications, 0 to 30. Peak 30 publications in 2021. 1997: 1 publication 1998: 3 publications 1999: 2 publications 2000: 13 publications 2001: 5 publications 2002: 3 publications 2003: 3 publications 2004: 4 publications 2005: 12 publications 2006: 14 publications 2007: 9 publications 2008: 14 publications 2009: 18 publications 2010: 21 publications 2011: 16 publications 2012: 23 publications 2013: 20 publications 2014: 23 publications 2015: 19 publications 2016: 27 publications 2017: 29 publications 2018: 28 publications 2019: 24 publications 2020: 27 publications 2021: 30 publications 2022: 15 publications 2023: 19 publications 2024: 18 publications 2025: 13 publications 2026: 1 publication
1997 2026

454 publications in total across all disciplines

View publications per year as a table
Damien Ernst: publications per year, 1997 to 2026
Year Publications
1997 1
1998 3
1999 2
2000 13
2001 5
2002 3
2003 3
2004 4
2005 12
2006 14
2007 9
2008 14
2009 18
2010 21
2011 16
2012 23
2013 20
2014 23
2015 19
2016 27
2017 29
2018 28
2019 24
2020 27
2021 30
2022 15
2023 19
2024 18
2025 13
2026 1
Total 454
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Damien Ernst publication distribution in Electronics and Electrical Engineering in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Electronics and Electrical Engineering in 2026. The highlighted bar marks where Damien Ernst sits on this spectrum.

No. of scientists
100 200 300 400
Bar chart with 53 bars. Horizontal axis: publications, 34–53 to 1,065+. Vertical axis: number of scientists, 0 to 445. Most scientists, 445, have 174–193 publications. The last bar groups every scientist with 1,065 publications or more. The highlighted bar, 274–293 publications, is where this scientist sits. 34–53 publications: 24 scientists 54–73 publications: 52 scientists 74–93 publications: 114 scientists 94–113 publications: 203 scientists 114–133 publications: 269 scientists 134–153 publications: 355 scientists 154–173 publications: 403 scientists 174–193 publications: 445 scientists 194–213 publications: 430 scientists 214–233 publications: 431 scientists 234–253 publications: 399 scientists 254–273 publications: 366 scientists 274–293 publications: 335 scientists 294–313 publications: 300 scientists 314–333 publications: 276 scientists 334–353 publications: 250 scientists 354–373 publications: 214 scientists 374–393 publications: 187 scientists 394–413 publications: 152 scientists 414–433 publications: 169 scientists 434–453 publications: 147 scientists 454–473 publications: 111 scientists 474–493 publications: 117 scientists 494–513 publications: 103 scientists 514–533 publications: 99 scientists 534–553 publications: 92 scientists 554–573 publications: 75 scientists 574–593 publications: 58 scientists 594–613 publications: 69 scientists 614–633 publications: 50 scientists 634–653 publications: 62 scientists 654–673 publications: 54 scientists 674–693 publications: 44 scientists 694–713 publications: 37 scientists 714–733 publications: 28 scientists 734–753 publications: 26 scientists 754–773 publications: 26 scientists 774–793 publications: 19 scientists 794–813 publications: 23 scientists 814–833 publications: 20 scientists 834–853 publications: 16 scientists 854–873 publications: 20 scientists 874–893 publications: 11 scientists 894–913 publications: 11 scientists 914–933 publications: 16 scientists 934–953 publications: 13 scientists 954–973 publications: 10 scientists 974–993 publications: 11 scientists 994–1,013 publications: 9 scientists 1,014–1,033 publications: 9 scientists 1,034–1,053 publications: 10 scientists 1,054–1,064 publications: 6 scientists 1,065+ publications: 99 scientists
34–53 publications 1,065+

This scientist: 277 publications — 52nd percentile

52% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 1,065 publications or more.

View publications distribution as a table
Number of Electronics and Electrical Engineering scientists by publication count, Research.com 2026 ranking edition. Based on 6,875 ranked scientists.
Publications Scientists This scientist
34–53 24
54–73 52
74–93 114
94–113 203
114–133 269
134–153 355
154–173 403
174–193 445
194–213 430
214–233 431
234–253 399
254–273 366
274–293 335 277
294–313 300
314–333 276
334–353 250
354–373 214
374–393 187
394–413 152
414–433 169
434–453 147
454–473 111
474–493 117
494–513 103
514–533 99
534–553 92
554–573 75
574–593 58
594–613 69
614–633 50
634–653 62
654–673 54
674–693 44
694–713 37
714–733 28
734–753 26
754–773 26
774–793 19
794–813 23
814–833 20
834–853 16
854–873 20
874–893 11
894–913 11
914–933 16
934–953 13
954–973 10
974–993 11
994–1,013 9
1,014–1,033 9
1,034–1,053 10
1,054–1,064 6
1,065+ 99
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Damien Ernst D-index placement in Electronics and Electrical Engineering in 2026

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

No. of scientists
50 100 150 200 250
Bar chart with 82 bars. Horizontal axis: D-Index, 30 to 111+. Vertical axis: number of scientists, 0 to 263. Most scientists, 263, have 32 D-Index. The last bar groups every scientist with 111 D-Index or more. The highlighted bar, 43 D-Index, is where this scientist sits. 30 D-Index: 178 scientists 31 D-Index: 257 scientists 32 D-Index: 263 scientists 33 D-Index: 262 scientists 34 D-Index: 244 scientists 35 D-Index: 236 scientists 36 D-Index: 211 scientists 37 D-Index: 220 scientists 38 D-Index: 214 scientists 39 D-Index: 214 scientists 40 D-Index: 205 scientists 41 D-Index: 187 scientists 42 D-Index: 194 scientists 43 D-Index: 201 scientists 44 D-Index: 155 scientists 45 D-Index: 189 scientists 46 D-Index: 148 scientists 47 D-Index: 160 scientists 48 D-Index: 134 scientists 49 D-Index: 130 scientists 50 D-Index: 141 scientists 51 D-Index: 156 scientists 52 D-Index: 108 scientists 53 D-Index: 130 scientists 54 D-Index: 112 scientists 55 D-Index: 97 scientists 56 D-Index: 111 scientists 57 D-Index: 102 scientists 58 D-Index: 108 scientists 59 D-Index: 120 scientists 60 D-Index: 103 scientists 61 D-Index: 93 scientists 62 D-Index: 92 scientists 63 D-Index: 74 scientists 64 D-Index: 77 scientists 65 D-Index: 73 scientists 66 D-Index: 64 scientists 67 D-Index: 69 scientists 68 D-Index: 60 scientists 69 D-Index: 39 scientists 70 D-Index: 57 scientists 71 D-Index: 59 scientists 72 D-Index: 46 scientists 73 D-Index: 49 scientists 74 D-Index: 38 scientists 75 D-Index: 35 scientists 76 D-Index: 32 scientists 77 D-Index: 35 scientists 78 D-Index: 31 scientists 79 D-Index: 22 scientists 80 D-Index: 34 scientists 81 D-Index: 31 scientists 82 D-Index: 34 scientists 83 D-Index: 23 scientists 84 D-Index: 18 scientists 85 D-Index: 30 scientists 86 D-Index: 19 scientists 87 D-Index: 19 scientists 88 D-Index: 20 scientists 89 D-Index: 8 scientists 90 D-Index: 17 scientists 91 D-Index: 7 scientists 92 D-Index: 14 scientists 93 D-Index: 9 scientists 94 D-Index: 15 scientists 95 D-Index: 10 scientists 96 D-Index: 12 scientists 97 D-Index: 10 scientists 98 D-Index: 10 scientists 99 D-Index: 12 scientists 100 D-Index: 16 scientists 101 D-Index: 5 scientists 102 D-Index: 7 scientists 103 D-Index: 7 scientists 104 D-Index: 8 scientists 105 D-Index: 9 scientists 106 D-Index: 13 scientists 107 D-Index: 4 scientists 108 D-Index: 5 scientists 109 D-Index: 10 scientists 110 D-Index: 8 scientists 111+ D-Index: 96 scientists
30 D-Index 111+

This scientist: 43 D-Index — 45th percentile

45% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 111 D-Index or more.

View D-Index distribution as a table
Number of Electronics and Electrical Engineering scientists by D-index, Research.com 2026 ranking edition. Based on 6,875 ranked scientists.
D-Index Scientists This scientist
30 178
31 257
32 263
33 262
34 244
35 236
36 211
37 220
38 214
39 214
40 205
41 187
42 194
43 201 43
44 155
45 189
46 148
47 160
48 134
49 130
50 141
51 156
52 108
53 130
54 112
55 97
56 111
57 102
58 108
59 120
60 103
61 93
62 92
63 74
64 77
65 73
66 64
67 69
68 60
69 39
70 57
71 59
72 46
73 49
74 38
75 35
76 32
77 35
78 31
79 22
80 34
81 31
82 34
83 23
84 18
85 30
86 19
87 19
88 20
89 8
90 17
91 7
92 14
93 9
94 15
95 10
96 12
97 10
98 10
99 12
100 16
101 5
102 7
103 7
104 8
105 9
106 13
107 4
108 5
109 10
110 8
111+ 96
Download as CSV

Overview

Damien Ernst is affiliated with the University of Liège in Belgium and has contributed extensively to research in engineering and computer science, with a particular focus on electrical and electronic engineering as well as artificial intelligence. Their work spans subfields including cognitive neuroscience, management science and operations research, and renewable energy, sustainability, and the environment.

Ernst's research covers several main topics, reflecting a diverse engagement with energy systems and intelligent control methodologies:

  • Smart Grid Energy Management
  • Electric Power System Optimization
  • Reinforcement Learning in Robotics
  • Integrated Energy Systems Optimization
  • Energy Load and Power Forecasting
  • Optimal Power Flow Distribution
  • Neural dynamics and brain function

Some of the recent papers authored or co-authored by Damien Ernst include:

  • The impact of different COVID-19 containment measures on electricity consumption in Europe, 2020, published in Energy Research & Social Science
  • A Deep Reinforcement Learning Framework for Continuous Intraday Market Bidding, 2021, published in Open Repository and Bibliography (University of Liège)
  • The role of power-to-gas and carbon capture technologies in cross-sector decarbonisation strategies, 2020, published in Electric Power Systems Research
  • Gym-ANM: Reinforcement learning environments for active network management tasks in electricity distribution systems, 2021, published in Energy and AI
  • S1 File -, 2020, published in OPAL (Open@LaTrobe) (La Trobe University)

Frequently collaborating with other researchers, Damien Ernst works closely with Adrien Bolland, Mathias Berger, Thibaut Théate, Ioannis Boukas, and David Radu. These collaborations have contributed to advancing knowledge within their fields of study.

Key venues for Damien Ernst's research publications include:

  • arXiv (Cornell University)
  • Zenodo (CERN European Organization for Nuclear Research)
  • IEEE Access
  • Applied Energy
  • SSRN Electronic Journal

The scientific output of Damien Ernst consists mostly of articles in highly specialized journals and repositories, evidencing a focus on interdisciplinary approaches to energy systems, artificial intelligence applications, and engineering challenges.

Best Publications

  • Extremely randomized trees

    Pierre Geurts;Damien Ernst;Louis Wehenkel

  • Tree-Based Batch Mode Reinforcement Learning

    Damien Ernst;Pierre Geurts;Louis Wehenkel

  • Reinforcement Learning and Dynamic Programming Using Function Approximators

    Lucian Busoniu;Robert Babuska;Bart De Schutter;Damien Ernst

  • Transient Stability of Power Systems: A Unified Approach to Assessment and Control

    Mania Pavella;Damien Ernst;Daniel Ruiz-Vega

  • Transient Stability of Power Systems

    Mania Pavella;Damien Ernst;Daniel Ruiz-Vega

  • Active Management of Low-Voltage Networks for Mitigating Overvoltages Due to Photovoltaic Units

    Frederic Olivier;Petros Aristidou;Damien Ernst;Thierry Van Cutsem

  • Power systems stability control: reinforcement learning framework

    D. Ernst;M. Glavic;L. Wehenkel

  • Reinforcement Learning Versus Model Predictive Control: A Comparison on a Power System Problem

    D. Ernst;M. Glavic;F. Capitanescu;L. Wehenkel

  • Contingency Filtering Techniques for Preventive Security-Constrained Optimal Power Flow

    F. Capitanescu;M. Glavic;D. Ernst;L. Wehenkel

  • Reinforcement Learning for Electric Power System Decision and Control: Past Considerations and Perspectives

    Mevludin Glavic;Raphaël Fonteneau;Damien Ernst

  • The impact of different COVID-19 containment measures on electricity consumption in Europe

    Alireza Bahmanyar;Abouzar Estebsari;Damien Ernst

  • Reinforcement Learning of Heuristic EV Fleet Charging in a Day-Ahead Electricity Market

    Stijn Vandael;Bert Claessens;Damien Ernst;Tom Holvoet

  • Interior-point based algorithms for the solution of optimal power flow problems

    Florin Capitanescu;Mevludin Glavic;Damien Ernst;Louis Wehenkel

  • The Global Grid

    Spyros Chatzivasileiadis;Damien Ernst;Göran Andersson

  • An application of deep reinforcement learning to algorithmic trading

    Thibaut Théate;Damien Ernst

  • Clinical data based optimal STI strategies for HIV: a reinforcement learning approach

    Damien Ernst;Guy-Bart Stan;Jorge Goncalves;Louis Wehenkel

  • Deep Reinforcement Learning Solutions for Energy Microgrids Management

    Vincent François-Lavet;David Taralla;Damien Ernst;Raphaël Fonteneau

  • A comparison of Nash equilibria analysis and agent-based modelling for power markets

    Thilo Krause;Elena Vdovina Beck;Rachid Cherkaoui;Alain Germond

  • A Unified Approach to Transient Stability Contingency Filtering, Ranking, and Assessment

    D. Ernst;D. Ruiz-Vega;M. Pavella;P.M. Hirsch

  • Coordinated primary frequency control among non-synchronous systems connected by a multi-terminal high-voltage direct current grid

    Jing Dai;Yannick Phulpin;Alain Sarlette;Damien Ernst

Frequent Co-Authors

Louis Wehenkel
Louis Wehenkel University of Liège
Robert Babuska
Robert Babuska Delft University of Technology
Bart De Schutter
Bart De Schutter Delft University of Technology
Pierre Geurts
Pierre Geurts University of Liège
Guy-Bart Stan
Guy-Bart Stan Imperial College London
Goran Andersson
Goran Andersson ETH Zurich
Miroslav Begovic
Miroslav Begovic Texas A&M University
Florin Capitanescu
Florin Capitanescu Luxembourg Institute of Science and Technology
Rachid Cherkaoui
Rachid Cherkaoui École Polytechnique Fédérale de Lausanne
Mauricio Barahona
Mauricio Barahona Imperial College London

External Links

Personal website of Damien Ernst Google Scholar page

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Best Scientists Citing Damien Ernst

Louis Wehenkel

Louis Wehenkel

University of Liège

Publications: 72

Pierre Geurts

Pierre Geurts

University of Liège

Publications: 61

Andrea Castelletti

Andrea Castelletti

Polytechnic University of Milan

Publications: 41

Robert Babuska

Robert Babuska

Delft University of Technology

Publications: 35

Martin Riedmiller

Martin Riedmiller

DeepMind (United Kingdom)

Publications: 28

Shie Mannor

Shie Mannor

Technion – Israel Institute of Technology

Publications: 26

Goran Andersson

Goran Andersson

ETH Zurich

Publications: 22

Joelle Pineau

Joelle Pineau

McGill University

Publications: 22

Jonathan P. How

Jonathan P. How

MIT

Publications: 20

Rémi Munos

Rémi Munos

French Institute for Research in Computer Science and Automation - INRIA

Publications: 19

Csaba Szepesvári

Csaba Szepesvári

University of Alberta

Publications: 19

Geert Deconinck

Geert Deconinck

KU Leuven

Publications: 18

Karl Henrik Johansson

Karl Henrik Johansson

Royal Institute of Technology

Publications: 17

Zhao Yang Dong

Zhao Yang Dong

City University of Hong Kong

Publications: 17

Ryutarou Ohbuchi

Ryutarou Ohbuchi

University of Yamanashi

Publications: 17

Mohammad Ghavamzadeh

Mohammad Ghavamzadeh

Amazon (United States)

Publications: 16

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