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Topic · Control and Systems Engineering

Systems Engineering Methodologies and Applications

Systems Engineering Methodologies and Applications is a research topic within Control and Systems Engineering. Science Explorer counts 9k research works in it since 1950. 10.0% of them reached the world's top 10% most cited for their field and year.

This cluster of papers focuses on the engineering and design principles related to System of Systems, including topics such as Complex Adaptive Systems, Model-Based Systems Engineering, Value-Driven Design, Uncertainty Mitigation, Multi-Attribute Tradespace Exploration, Socio-Technical Systems, Flexibility in System Design, Enterprise Transformation, Architecting Complex Systems, and Interdisciplinary System Engineering.

  • Complex Adaptive Systems
  • Model-Based Systems Engineering
  • Value-Driven Design
  • Uncertainty Mitigation
  • Multi-Attribute Tradespace Exploration
  • Socio-Technical Systems
  • Flexibility in System Design
  • Enterprise Transformation
  • Architecting Complex Systems
  • Interdisciplinary System Engineering
Research works
9k
fractional, since 1950
In the world top 10%
895
per year above
Top-10% rate
10.0%
share of its works in the world top 10%
Growth, 2018-21 → 2022-25
+12%
the tick is no change
Largest producer
United States
45% of the 10 largest, 2022-now
Systems Engineering Methodologies and Applications

Which countries lead Systems Engineering Methodologies and Applications research?

By volume, the United States and Germany publish the most (587 and 193 works in 2022-now).

By volume, 2022-now

  1. 1 United States 587 works
  2. 2 Germany 193 works
  3. 3 China 157 works
  4. 4 United Kingdom 81 works
  5. 5 France 77 works
  6. 6 Italy 52 works
  7. 7 Netherlands 49 works
  8. 8 Sweden 46 works
  9. 9 Australia 41 works
  10. 10 Canada 35 works

How concentrated that is

The same countries as shares of everything the list above accounts for. A node where two countries do two thirds of the work and one spread evenly across twelve read alike as a ranking and not at all alike here.

United States: 44.5%Germany: 14.7%China: 11.9%United Kingdom: 6.2%6 others listed: 22.8%45%largest
United States587 · 44.5%Germany193 · 14.7%China157 · 11.9%United Kingdom81 · 6.2%6 others listed301 · 22.8%

Shares of the rows listed above, not of the whole node.

Which institutions lead Systems Engineering Methodologies and Applications research?

By volume in 2022-now, Helmholtz Association of German Research Centres publishes the most Systems Engineering Methodologies and Applications research, followed by United States Department of Defense and Georgia Institute of Technology.

By volume, 2022-now

  1. 1 Helmholtz Association of German Research CentresGermany 34 works
  2. 2 United States Department of DefenseUnited States 30 works
  3. 3 Georgia Institute of TechnologyUnited States 24 works
  4. 4 National Aeronautics and Space AdministrationUnited States 18 works
  5. 5 Purdue University West LafayetteUnited States 16 works
  6. 6 Fraunhofer-GesellschaftGermany 15 works
  7. 7 Massachusetts Institute of TechnologyUnited States 14 works
  8. 8 RWTH Aachen UniversityGermany 14 works
  9. 9 Stevens Institute of TechnologyUnited States 14 works
  10. 10 Centre National de la Recherche ScientifiqueFrance 13 works

Who are the leading researchers in Systems Engineering Methodologies and Applications?

The most-cited researchers publishing on Systems Engineering Methodologies and Applications include John Bannister Goodenough and Robert B. Jackson.

  1. 1 John Bannister Goodenough United States 175k citations
  2. 2 Robert B. Jackson United States 149k citations

Ranked by citations received across their whole record, among researchers with at least three works on this topic.

What are the most cited papers in Systems Engineering Methodologies and Applications?

The most cited paper in Systems Engineering Methodologies and Applications is "Digital Twin: Mitigating Unpredictable, Undesirable Emergent Behavior in Complex Systems" (Michael W. Grieves, John Vickers, 2016), with 3,394 citations. Next come "Identifying, understanding, and analyzing critical infrastructure interdependencies" (2,844) and "The Digital Twin Paradigm for Future NASA and U.S. Air Force Vehicles" (2,384).

Most cited papers
#PaperReleasedCitations
1 Digital Twin: Mitigating Unpredictable, Undesirable Emergent Behavior in Complex Systems Michael W. Grieves, John Vickers Book chapter 16 Aug 2016 3,394
2 Identifying, understanding, and analyzing critical infrastructure interdependencies Steven M. Rinaldi, James P. Peerenboom, Terrence Kelly · IEEE Control Systems Dec 2001 2,844
3 The Digital Twin Paradigm for Future NASA and U.S. Air Force Vehicles Edward H. Glaessgen, David S. Stargel Conference paperOpen access 23 Apr 2012 2,384
4 Architecting principles for systems-of-systems Mark W. Maier · Systems Engineering 1998 2,264
5 The design structure system: A method for managing the design of complex systems Donald V. Steward · IEEE Transactions on Engineering Management Aug 1981 1,751
All 97 most cited papers, with filters and sorting

Where is Systems Engineering Methodologies and Applications research done?

The largest centres of Systems Engineering Methodologies and Applications research in 2022-now are Beijing (China), Atlanta (United States), Cologne (Germany) and Munich (Germany).

Largest cities, 2022-now

  1. 1 BeijingChina 54 works
  2. 2 AtlantaUnited States 24 works
  3. 3 CologneGermany 21 works
  4. 4 MunichGermany 20 works
  5. 5 Washington D.C.United States 19 works
  6. 6 LondonUnited Kingdom 19 works
  7. 7 TokyoJapan 19 works
  8. 8 ShanghaiChina 18 works
  9. 9 ParisFrance 16 works
  10. 10 CambridgeUnited States 16 works
See Systems Engineering Methodologies and Applications on the map

Where is the best place to study Systems Engineering Methodologies and Applications?

Among universities, judged by research, RWTH Aachen University, University of Arizona and Georgia Institute of Technology score highest, combining excellence, specialisation, size, growth and international reach. Research strength is one signal when choosing where to study; it does not measure teaching.

0%10%20%30%mean 13.61%fractional works in this field (log) →share of work in the world top 10% →RWTH Aachen UniversityUniversity of ArizonaDelft University of …Georgia Institute of…
above the meannear itbelow it

One dot per university in the first ten of the table below, at the default weights. The upper left is the interesting corner: small places doing unusually strong work.

Excellenceshare of its work in the world top 10%, 2022-now and all time averaged
40%
Specialisationhow much of its work is in this field, counted up to 10× the world share
10%
Sizeits output in this field, on a log scale
30%
Growthoutput growth, counted from -20% to +20%
10%
Internationalshare of its work with a co-author abroad
10%
Each slider sets a weight; the share it gets of the score is beside it.
#UniversityScoreTop 10%SpecialisationWorksGrowth
1RWTH Aachen UniversityGermany 78.624.7%11.5×14 +80.3%
2University of ArizonaUnited States 64.421.4%12.4×12 +210.7%
3Georgia Institute of TechnologyUnited States 63.05.9%25.5×24 +27.5%
4Delft University of TechnologyNetherlands 53.513.4%10.8×11 +35.0%
5Colorado State UniversityUnited States 51.914.6%23.2×12 +137.4%
6Stevens Institute of TechnologyUnited States 48.113.5%72.8×14 -33.7%
7Purdue University West LafayetteUnited States 47.56.3%10.8×16 -9.5%
8Massachusetts Institute of TechnologyUnited States 47.13.0%13.3×14 -3.4%
9George Mason UniversityUnited States 46.114.2%18.7×9 +114.8%
10Beihang UniversityChina 44.719.1%6.6×11 +41.0%

Universities only. The score blends excellence (40%), size (30%), specialisation (10%), growth (10%), international reach (10%), 2022-now; growth compares 2018-21 with 2022-25 and counts up to +20%, since a jump from a small base is mostly noise.

Every institution in Systems Engineering Methodologies and Applications, country by country

Is Systems Engineering Methodologies and Applications research growing?

Output in 2022-2025 was 12% higher than in 2018-2021, peaking in 2025. The fastest-growing topics are Systems Engineering Methodologies and Applications.

still counting19801990200020102020
grewheldshrank

The same series as a ribbon: one cell per year, darker for more. The line above answers how much; this answers when.

Its share of all research

Growing output can still be a shrinking share: all of science grows. This is Systems Engineering Methodologies and Applications as a percentage of every work published that year, 0.0075% in 2024.

still counting0.0050%0.010%0.015%Systems Engineering Methodologies and Applications0.0073% in 202519801990200020102020

Fractional works of Systems Engineering Methodologies and Applications over all fractional works that year. How the balance of science has shifted.

How much of it reaches the world top 10%

Year by year.

still counting5%10%15%Systems Engineering Methodologies and Applications10.4% in 2025200020102020

Of each year's works in it, the share that reached the world's 10% most cited for their field and year. A field is the world for its own topics, so there is no other line to hold it against.

Which topics inside it are moving

Growth and decline on one axis around a shared zero. Two lists side by side hide the thing that matters: whether the growth dwarfs the decline, or the other way round.

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