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Software Testing and Debugging Techniques

Software Testing and Debugging Techniques is a research topic within Software. Science Explorer counts 32k research works in it since 1950. 9.9% of them reached the world's top 10% most cited for their field and year.

This cluster of papers encompasses a wide range of advancements in automated software testing techniques, including topics such as software fault localization, mutation testing, search-based testing, symbolic execution, test case prioritization, dynamic test generation, program repair, model-based testing, and fuzzing.

  • Automated Testing
  • Software Fault Localization
  • Mutation Testing
  • Search-Based Testing
  • Symbolic Execution
  • Test Case Prioritization
  • Dynamic Test Generation
  • Program Repair
  • Model-Based Testing
  • Fuzzing
Research works
32k
fractional, since 1950
In the world top 10%
3.1k
per year above
Top-10% rate
9.9%
share of its works in the world top 10%
Growth, 2018-21 → 2022-25
+9%
the tick is no change
Largest producer
China
33% of the 10 largest, 2022-now
Software Testing and Debugging Techniques

Which countries lead Software Testing and Debugging Techniques research?

By volume, China and the United States publish the most (1.4k and 1k works in 2022-now).

By volume, 2022-now

  1. 1 China 1.4k works
  2. 2 United States 1k works
  3. 3 India 486 works
  4. 4 Germany 402 works
  5. 5 United Kingdom 210 works
  6. 6 Canada 191 works
  7. 7 Italy 170 works
  8. 8 Japan 168 works
  9. 9 France 132 works
  10. 10 Brazil 128 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.

China: 33.2%United States: 23.4%India: 11.2%Germany: 9.2%6 others listed: 23.0%33%largest
China1,444 · 33.2%United States1,019 · 23.4%India486 · 11.2%Germany402 · 9.2%6 others listed999 · 23.0%

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

Which institutions lead Software Testing and Debugging Techniques research?

By volume in 2022-now, Chinese Academy of Sciences publishes the most Software Testing and Debugging Techniques research, followed by Nanjing University and National University of Defense Technology.

By volume, 2022-now

  1. 1 Chinese Academy of SciencesChina 83 works
  2. 2 Nanjing UniversityChina 70 works
  3. 3 National University of Defense TechnologyChina 59 works
  4. 4 Beihang UniversityChina 43 works
  5. 5 Helmholtz Association of German Research CentresGermany 40 works
  6. 6 Peking UniversityChina 38 works
  7. 7 Centre National de la Recherche ScientifiqueFrance 37 works
  8. 8 Tsinghua UniversityChina 29 works
  9. 9 University of LuxembourgLuxembourg 28 works
  10. 10 Carnegie Mellon UniversityUnited States 27 works

Who are the leading researchers in Software Testing and Debugging Techniques?

The most-cited researchers publishing on Software Testing and Debugging Techniques include Xiangyu Zhang, Kai You Wang and Martin J. White.

  1. 1 Xiangyu Zhang 327k citations
  2. 2 Kai You Wang China 224k citations
  3. 3 Martin J. White France 183k citations
  4. 4 Michael I. Jordan United States 182k citations
  5. 5 John Bannister Goodenough United States 175k citations
  6. 6 Kalyanmoy Deb United States 171k 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 Software Testing and Debugging Techniques?

The most cited paper in Software Testing and Debugging Techniques is "Primer3—new capabilities and interfaces" (Andreas Untergasser, Ioana Cutcutache, Triinu Kõressaar et al., 2012), with 10,027 citations. Next come "A theory of timed automata" (6,524) and "PEAR: a fast and accurate Illumina Paired-End reAd mergeR" (4,970).

Most cited papers
#PaperReleasedCitations
1 Primer3—new capabilities and interfaces Andreas Untergasser, Ioana Cutcutache, Triinu Kõressaar et al. · Nucleic Acids Research Open access 21 Jun 2012 10,027
2 A theory of timed automata Rajeev Alur, David L. Dill · Theoretical Computer Science Open access Apr 1994 6,524
3 PEAR: a fast and accurate Illumina Paired-End reAd mergeR Jiajie Zhang, Kassian Kobert, Tomáš Flouri et al. · Bioinformatics Open access 18 Oct 2013 4,970
4 The Unified Modeling Language reference manual James E. Rumbaugh, Grady Booch, Ivar Jacobson · CERN Document Server (European Organization for Nuclear Research) 1999 4,185
5 The model checker SPIN Gerard J. Holzmann · IEEE Transactions on Software Engineering May 1997 3,802
All 100 most cited papers, with filters and sorting

Where is Software Testing and Debugging Techniques research done?

The largest centres of Software Testing and Debugging Techniques research in 2022-now are Beijing (China), Nanjing (China), Shanghai (China) and Changsha (China). Among places with at least 20 works in it, it is an unusually large share of all research in Luxembourg and Saarbrücken.

Largest cities, 2022-now

  1. 1 BeijingChina 365 works
  2. 2 NanjingChina 148 works
  3. 3 ShanghaiChina 101 works
  4. 4 ChangshaChina 77 works
  5. 5 LondonUnited Kingdom 72 works
  6. 6 SingaporeSingapore 66 works
  7. 7 MunichGermany 64 works
  8. 8 WuhanChina 62 works
  9. 9 TokyoJapan 62 works
  10. 10 HangzhouChina 58 works

Where it is the local speciality

  1. LuxembourgLU · 28.5 works17×
  2. SaarbrückenDE · 28.6 works14×
← less than its size predicts1×more →

Location quotient: how much more of its research is in Software Testing and Debugging Techniques than the world average.

See Software Testing and Debugging Techniques on the map

Where is the best place to study Software Testing and Debugging Techniques?

Among universities, judged by research, Singapore Management University, Nanjing University and Hong Kong University of Science and 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%20%40%mean 23.14%fractional works in this field (log) →share of work in the world top 10% →Monash UniversitySingapore Management…Hong Kong University…Nanjing University
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
1Singapore Management UniversitySingapore 76.027.6%39.8×22 +32.5%
2Nanjing UniversityChina 69.716.0%14.5×70 +92.9%
3Hong Kong University of Science and TechnologyChina 68.519.4%10.8×24 +184.2%
4Monash UniversityAustralia 65.733.7%3.4×18 +17.6%
5Peking UniversityChina 63.519.5%3.5×38 +41.2%
6ETH ZurichSwitzerland 62.327.6%4.5×16 +20.4%
7Ludwig-Maximilians-Universität MünchenGermany 60.122.1%4.6×21 +34.3%
8National University of SingaporeSingapore 59.418.5%3.7×23 +29.5%
9University of LuxembourgLuxembourg 59.219.8%22.4×28 -19.2%
10Nanyang Technological UniversitySingapore 59.027.2%3.4×14 +18.8%

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 Software Testing and Debugging Techniques, country by country

Is Software Testing and Debugging Techniques research growing?

Output in 2022-2025 was 9% higher than in 2018-2021, peaking in 2025. The fastest-growing topics are Software Testing and Debugging Techniques.

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 Software Testing and Debugging Techniques as a percentage of every work published that year, 0.026% in 2024.

still counting0.025%0.050%0.075%Software Testing and Debugging Techniques0.026% in 202519801990200020102020

Fractional works of Software Testing and Debugging Techniques 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%Software Testing and Debugging Techniques9.9% 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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