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Electronics and Electrical Engineering
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2026
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Mathematics
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2026

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Mathematics 102 44 37 32 27 576 75050
Electronics and Electrical Engineering 100 173 167 84 78 544 75651

Eduardo D. Sontag publications per year

The chart shows the history of publications by Eduardo D. Sontag between 1975 and 2026, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Eduardo D. Sontag published across 52 years, from 1975 to 2026, averaging 14.3 papers a year. Output peaked at 27 publications in 1999. 28 of the 742 publications appeared in the last two years.

No. of publications
5 10 15 20 25
Bar chart. Horizontal axis: year, 1975 to 2026. Vertical axis: number of publications, 0 to 27. Peak 27 publications in 1999. 1975: 3 publications 1976: 5 publications 1977: 4 publications 1978: 2 publications 1979: 8 publications 1980: 4 publications 1981: 6 publications 1982: 5 publications 1983: 4 publications 1984: 6 publications 1985: 6 publications 1986: 5 publications 1987: 7 publications 1988: 8 publications 1989: 15 publications 1990: 16 publications 1991: 11 publications 1992: 15 publications 1993: 22 publications 1994: 14 publications 1995: 22 publications 1996: 12 publications 1997: 17 publications 1998: 26 publications 1999: 27 publications 2000: 16 publications 2001: 22 publications 2002: 21 publications 2003: 22 publications 2004: 24 publications 2005: 17 publications 2006: 25 publications 2007: 21 publications 2008: 24 publications 2009: 20 publications 2010: 15 publications 2011: 13 publications 2012: 15 publications 2013: 16 publications 2014: 16 publications 2015: 10 publications 2016: 15 publications 2017: 21 publications 2018: 13 publications 2019: 14 publications 2020: 16 publications 2021: 20 publications 2022: 11 publications 2023: 15 publications 2024: 22 publications 2025: 27 publications 2026: 1 publication
1975 2026

742 publications in total across all disciplines

View publications per year as a table
Eduardo D. Sontag: publications per year, 1975 to 2026
Year Publications
1975 3
1976 5
1977 4
1978 2
1979 8
1980 4
1981 6
1982 5
1983 4
1984 6
1985 6
1986 5
1987 7
1988 8
1989 15
1990 16
1991 11
1992 15
1993 22
1994 14
1995 22
1996 12
1997 17
1998 26
1999 27
2000 16
2001 22
2002 21
2003 22
2004 24
2005 17
2006 25
2007 21
2008 24
2009 20
2010 15
2011 13
2012 15
2013 16
2014 16
2015 10
2016 15
2017 21
2018 13
2019 14
2020 16
2021 20
2022 11
2023 15
2024 22
2025 27
2026 1
Total 742
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Eduardo D. Sontag 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 Eduardo D. Sontag 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, 537+ 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: 576 publications — 98th percentile

98% 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
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+ 100 576
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Eduardo D. Sontag 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 Eduardo D. Sontag 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: 102 D-Index — 99th percentile

99% 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+ 99 102
Download as CSV

Research.com Recognitions

  • 2026 - Research.com Electronics and Electrical Engineering in United States Leader Award
  • 2026 - Research.com Mathematics in United States Leader Award
  • 2025 - Research.com Electronics and Electrical Engineering in United States Leader Award
  • 2025 - Research.com Mathematics in United States Leader Award
  • 2022 - Richard E. Bellman Control Heritage Award for pioneering contributions to stability analysis and nonlinear control, and for advancing the control theoretic foundations of systems biology
  • 2013 - Fellow of the American Mathematical Society
  • 2011 - Fellow of the International Federation of Automatic Control (IFAC)
  • 2011 - IEEE Control Systems Award “For fundamental contributions to nonlinear systems theory and nonlinear feedbackcontrol.”
  • 2009 - SIAM Fellow For contributions to control theory and mathematical biology.
  • 1993 - IEEE Fellow For contributions to nonlinear system theory and feedback control.

Overview

Eduardo D. Sontag is affiliated with Northeastern University in the United States. Their research spans multiple fields within biochemistry, genetics, and molecular biology, with significant contributions to molecular biology and control and systems engineering.

Their work frequently appears in publication venues such as arXiv (Cornell University), bioRxiv (Cold Spring Harbor Laboratory), Annual Reviews in Control, Systems & Control Letters, and IEEE Transactions on Automatic Control.

Key research topics in their portfolio include:

  • Gene Regulatory Network Analysis
  • COVID-19 epidemiological studies
  • Mathematical and Theoretical Epidemiology and Ecology Models
  • Microbial Metabolic Engineering and Bioproduction
  • Single-cell and spatial transcriptomics
  • Bioinformatics and Genomic Networks
  • Model Reduction and Neural Networks

They have authored numerous publications, including prominent recent papers such as:

  • "A novel COVID-19 epidemiological model with explicit susceptible and asymptomatic isolation compartments reveals unexpected consequences of timing social distancing" (2020, Journal of Theoretical Biology)
  • "Universal features of epidemic models under social distancing guidelines" (2021, Annual Reviews in Control)
  • "Short-Term Circulating Tumor Cell Dynamics in Mouse Xenograft Models and Implications for Liquid Biopsy" (2020, Frontiers in Oncology)
  • "Integrating transcriptomics and bulk time course data into a mathematical framework to describe and predict therapeutic resistance in cancer" (2020, Physical Biology)
  • "Internal Models in Control, Bioengineering, and Neuroscience" (2021, Annual Review of Control Robotics and Autonomous Systems)

Collaborations include frequent co-authors such as M. Ali Al-Radhawi, Arthur Castello B. de Oliveira, Milad Siami, James M. Greene, and Christopher A. Voigt.

Sontag's career has been recognized through several honors:

  • Fellow of the American Mathematical Society (2013)
  • Fellow of the International Federation of Automatic Control (IFAC) (2011)
  • IEEE Control Systems Award (2011) "For fundamental contributions to nonlinear systems theory and nonlinear feedback control."
  • SIAM Fellow (2009) for contributions to control theory and mathematical biology
  • IEEE Fellow (1993) for contributions to nonlinear system theory and feedback control

Best Publications

  • Nonlinear Control Systems

    Alberto Isidori;M. Thoma;E. D. Sontag;B. W. Dickinson

  • Mathematical Control Theory: Deterministic Finite Dimensional Systems

    Eduardo D. Sontag

  • Smooth stabilization implies coprime factorization

    E.D. Sontag

  • Adaptive Control

    Ioan D. Landau;R. Lozano;M. M'Saad;J. W. Modestino

  • A general result on the stabilization of linear systems using bounded controls

    H.J. Sussmann;E.D. Sontag;Y. Yang

  • On characterizations of the input-to-state stability property

    Eduardo D. Sontag;Yuan Wang

  • A universal construction of Artstein's theorem on nonlinear stabilization

    Eduardo D. Sontag

  • Input to State Stability: Basic Concepts and Results

    Eduardo D. Sontag

  • Detection of multistability, bifurcations, and hysteresis in a large class of biological positive-feedback systems

    David Angeli;James E. Ferrell;Eduardo D. Sontag

  • Nonlinear regulation: The piecewise linear approach

    E. Sontag

  • A Smooth Converse Lyapunov Theorem for Robust Stability

    Yuandan Lin;Eduardo D. Sontag;Yuan Wang

  • New characterizations of input-to-state stability

    E.D. Sontag;Yuan Wang

  • Comments on integral variants of ISS

    Eduardo D. Sontag

  • Stabilization of Nonlinear Uncertain Systems

    Miroslav Krstic;J. W. Modestino;H. Deng;A. Fettweis

  • Stability and Stabilization of Infinite Dimensional Systems with Applications

    Zheng-hua Luo;Bao-Zhu Guo;Omer Morgul;E. D. Sontag

  • Direct Adaptive Control Algorithms: Theory and Applications

    Howard Kaufman;I. Bar-Kana;J. L. Massey;J. W. Modestino

  • Monotone control systems

    D. Angeli;E.D. Sontag

  • A Lyapunov-Like Characterization of Asymptotic Controllability

    Eduardo D. Sontag

  • A characterization of integral input-to-state stability

    D. Angeli;E.D. Sontag;Y. Wang

  • Asymptotic controllability implies feedback stabilization

    F.H. Clarke;Y.S. Ledyaev;E.D. Sontag;A.I. Subbotin

  • Input-to-state stability for discrete-time nonlinear systems

    Zhong-Ping Jiang;Eduardo Sontag;Yuan Wang

Frequent Co-Authors

David Angeli
David Angeli Imperial College London
Yuan Wang
Yuan Wang Florida Atlantic University
Bhaskar DasGupta
Bhaskar DasGupta University of Illinois at Chicago
Murat Arcak
Murat Arcak University of California, Berkeley
Héctor J. Sussmann
Héctor J. Sussmann Rutgers, The State University of New Jersey
Michael Margaliot
Michael Margaliot Tel Aviv University
Hava T. Siegelmann
Hava T. Siegelmann University of Massachusetts Amherst
Réka Albert
Réka Albert Pennsylvania State University
Tamir Tuller
Tamir Tuller Tel Aviv University

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