World's Best Scientists 2026 revealed!
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Jorge Nocedal

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Mathematics 66 343 287 187 146 156 68583
Engineering and Technology 66 1358 1287 442 396 156 68607

Jorge Nocedal publications per year

The chart shows the history of publications by Jorge Nocedal between 1978 and 2025, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Jorge Nocedal published across 48 years, from 1978 to 2025, averaging 3.6 papers a year. Output peaked at 17 publications in 1999. 7 of the 171 publications appeared in the last two years.

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

171 publications in total across all disciplines

View publications per year as a table
Jorge Nocedal: publications per year, 1978 to 2025
Year Publications
1978 3
1979 1
1980 1
1981 0
1982 2
1983 0
1984 1
1985 2
1986 2
1987 3
1988 1
1989 3
1990 3
1991 3
1992 5
1993 5
1994 3
1995 2
1996 5
1997 5
1998 5
1999 17
2000 3
2001 3
2002 5
2003 4
2004 3
2005 2
2006 4
2007 1
2008 8
2009 6
2010 2
2011 5
2012 6
2013 5
2014 3
2015 3
2016 6
2017 1
2018 5
2019 3
2020 6
2021 5
2022 2
2023 1
2024 5
2025 2
Total 171
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Jorge Nocedal 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 Jorge Nocedal 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, 152–156 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: 156 publications — 41st percentile

41% 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 88 156
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
Download as CSV

Jorge Nocedal 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 Jorge Nocedal 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, 66 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: 66 D-Index — 90th percentile

90% 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 66
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
Download as CSV

Research.com Recognitions

  • 2020 - Member of the National Academy of Engineering For contributions to the theory, design, and implementation of optimization algorithms and machine learning software.
  • 2017 - INFORMS John von Neumann Theory Prize
  • 2012 - Dantzig Prize, by the Society for Industrial and Applied Mathematics (SIAM) and the Mathematical Optimization Society (MOS)
  • 2010 - SIAM Fellow For contributions to the theory and practice of continuous optimization.

Overview

Jorge Nocedal is affiliated with Northwestern University in the United States and specializes in research primarily within the fields of Mathematics, Engineering, and Computer Science. Their work prominently addresses areas of Numerical Analysis, Computational Theory and Mathematics, Control and Systems Engineering, Computational Mechanics, and Artificial Intelligence.

The scientist has focused research efforts on a range of topics, including:

  • Advanced Optimization Algorithms Research
  • Sparse and Compressive Sensing Techniques
  • Stochastic Gradient Optimization Techniques
  • Iterative Methods for Nonlinear Equations
  • Optimization and Variational Analysis
  • Model Reduction and Neural Networks
  • Advanced Multi-Objective Optimization Algorithms

Jorge Nocedal has contributed to numerous research papers published in notable venues. Recent publications include:

  • "An investigation of Newton-Sketch and subsampled Newton methods," 2020, Optimization methods & software
  • "Analysis of the BFGS Method with Errors," 2020, SIAM Journal on Optimization
  • "On the numerical performance of finite-difference-based methods for derivative-free optimization," 2022, Optimization methods & software
  • "A trust region method for noisy unconstrained optimization," 2023, Mathematical Programming
  • "Adaptive Finite-Difference Interval Estimation for Noisy Derivative-Free Optimization," 2022, SIAM Journal on Scientific Computing

Frequently, the scientist collaborates with other researchers such as Hao-Jun Michael Shi, Melody Qiming Xuan, Figen Öztoprak, Shigeng Sun, and Yuchen Xie.

The primary publication venues that have featured Jorge Nocedal's work include:

  • arXiv (Cornell University)
  • SIAM Journal on Optimization
  • Optimization methods & software
  • SIAM Journal on Scientific Computing
  • Mathematical Programming

Over the course of the career, Jorge Nocedal has been recognized with several awards, such as:

  • Member of the National Academy of Engineering (2020) for contributions to the theory, design, and implementation of optimization algorithms and machine learning software
  • INFORMS John von Neumann Theory Prize (2017)
  • Dantzig Prize by the Society for Industrial and Applied Mathematics (SIAM) and the Mathematical Optimization Society (MOS) (2012)
  • SIAM Fellow (2010) for contributions to the theory and practice of continuous optimization

Best Publications

  • Numerical Optimization

    Jorge Nocedal;Stephen J. Wright

  • On the limited memory BFGS method for large scale optimization

    Dong C. Liu;Jorge Nocedal

  • A limited memory algorithm for bound constrained optimization

    Richard H. Byrd;Peihuang Lu;Jorge Nocedal;Ciyou Zhu

  • Algorithm 778: L-BFGS-B: Fortran subroutines for large-scale bound-constrained optimization

    Ciyou Zhu;Richard H. Byrd;Peihuang Lu;Jorge Nocedal

  • Updating Quasi-Newton Matrices With Limited Storage

    Jorge Nocedal

  • Optimization Methods for Large-Scale Machine Learning

    Léon Bottou;Frank E. Curtis;Jorge Nocedal

  • An Interior Point Algorithm for Large-Scale Nonlinear Programming

    Richard H. Byrd;Mary E. Hribar;Jorge Nocedal

  • On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima

    Nitish Shirish Keskar;Dheevatsa Mudigere;Jorge Nocedal;Mikhail Smelyanskiy

  • A trust region method based on interior point techniques for nonlinear programming

    Richard H. Byrd;Jean Charles Gilbert;Jorge Nocedal

  • Numerical Optimization (Springer Series in Operations Research and Financial Engineering)

    Jorge Nocedal;Stephen J. Wright

  • Global Convergence Properties of Conjugate Gradient Methods for Optimization

    Jean Charles Gilbert;Jorge Nocedal

  • Knitro: An Integrated Package for Nonlinear Optimization

    Richard H. Byrd;Jorge Nocedal;Richard A. Waltz

  • An interior algorithm for nonlinear optimization that combines line search and trust region steps

    R. A. Waltz;J. L. Morales;J. Nocedal;D. Orban

  • Representations of quasi-Newton matrices and their use in limited memory methods

    Richard H. Byrd;Jorge Nocedal;Robert B. Schnabel

  • A Stochastic Quasi-Newton Method for Large-Scale Optimization

    Richard H. Byrd;S. L. Hansen;Jorge Nocedal;Yoram Singer

  • A tool for the analysis of Quasi-Newton methods with application to unconstrained minimization

    Richard H. Byrd;Jorge Nocedal

  • Remark on “algorithm 778: L-BFGS-B: Fortran subroutines for large-scale bound constrained optimization”

    José Luis Morales;Jorge Nocedal

  • Theory of algorithms for unconstrained optimization

    Jorge Nocedal

  • Global Convergence of a Cass of Quasi-Newton Methods on Convex Problems

    Richard H. Byrd;Jorge Nocedal;Ya-Xiang Yuan

  • Sample size selection in optimization methods for machine learning

    Richard H. Byrd;Gillian M. Chin;Jorge Nocedal;Yuchen Wu

Frequent Co-Authors

Richard H. Byrd
Richard H. Byrd University of Colorado Boulder
Stephen J. Wright
Stephen J. Wright University of Wisconsin–Madison
Nicholas I. M. Gould
Nicholas I. M. Gould Rutherford Appleton Laboratory
Michael L. Overton
Michael L. Overton Courant Institute of Mathematical Sciences
Lorenz T. Biegler
Lorenz T. Biegler Carnegie Mellon University
Ya-xiang Yuan
Ya-xiang Yuan Chinese Academy of Sciences
Mikhail Smelyanskiy
Mikhail Smelyanskiy Nvidia (United States)
Jong-Shi Pang
Jong-Shi Pang University of Southern California
Robert B. Schnabel
Robert B. Schnabel University of Colorado Boulder
Léon Bottou
Léon Bottou Facebook (United States)

External Links

Wikipedia of Jorge Nocedal Personal website of Jorge Nocedal Google Scholar page

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Best Scientists Citing Jorge Nocedal

David J. Wales

David J. Wales

University of Cambridge

Publications: 90

Lorenz T. Biegler

Lorenz T. Biegler

Carnegie Mellon University

Publications: 86

Stephen Boyd

Stephen Boyd

Stanford University

Publications: 68

Moritz Diehl

Moritz Diehl

University of Freiburg

Publications: 68

Nicholas I. M. Gould

Nicholas I. M. Gould

Rutherford Appleton Laboratory

Publications: 51

Ya-xiang Yuan

Ya-xiang Yuan

Chinese Academy of Sciences

Publications: 51

Yu-Hong Dai

Yu-Hong Dai

Chinese Academy of Sciences

Publications: 48

Jean Virieux

Jean Virieux

Grenoble Alpes University

Publications: 46

Slawomir Koziel

Slawomir Koziel

Reykjavík University

Publications: 46

Eldad Haber

Eldad Haber

University of British Columbia

Publications: 45

Philippe L. Toint

Philippe L. Toint

University of Namur

Publications: 44

Omar Ghattas

Omar Ghattas

The University of Texas at Austin

Publications: 41

Daven K. Henze

Daven K. Henze

University of Colorado Boulder

Publications: 40

Chunhua Shen

Chunhua Shen

Zhejiang University

Publications: 40

Adrian Sandu

Adrian Sandu

Virginia Tech

Publications: 40

Kok Lay Teo

Kok Lay Teo

Sunway University

Publications: 39

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