Mathematical Control Systems and Analysis
Mathematical Control Systems and Analysis is a research topic within Artificial Intelligence. Science Explorer counts 5.6k research works in it since 1950. 9.1% of them reached the world's top 10% most cited for their field and year.
This cluster of papers focuses on the application of fuzzy computing, intelligent systems, and soft computing techniques in various domains such as decision support systems, reconfigurable computing, green computing, IoT, and safety-critical systems. It also explores the use of artificial neural networks and machine learning in these contexts.
- Fuzzy Computing
- Intelligent Systems
- Soft Computing
- Decision Support Systems
- Artificial Neural Networks
- Reconfigurable Computing
- Green Computing
- Internet of Things (IoT)
- Safety-Critical Systems
- Machine Learning
- Research works
- 5.6k fractional, since 1950
- In the world top 10%
- 504 per year above
- Top-10% rate
- 9.1% share of its works in the world top 10%
- Growth, 2013–17 → 2018–22
- +61% the tick is no change
Which countries lead Mathematical Control Systems and Analysis research?
By volume, Russia and Ukraine publish the most (316 and 181 works in 2022–2025).
By volume, 2022–2025
- 1 Russia 316 works
- 2 Ukraine 181 works
- 3 China 61 works
- 4 United States 56 works
- 5 Germany 47 works
- 6 Poland 26 works
- 7 Uzbekistan 21 works
- 8 Kazakhstan 18 works
- 9 Belarus 15 works
- 10 France 11 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.
Shares of the rows listed above, not of the whole node.
Which institutions lead Mathematical Control Systems and Analysis research?
By volume in 2022–2025, National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute” publishes the most Mathematical Control Systems and Analysis research, followed by Lomonosov Moscow State University and Weatherford College.
By volume, 2022–2025
- 1 National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute” Ukraine 16 works
- 2 Lomonosov Moscow State University Russia 16 works
- 3 Weatherford College United States 14 works
- 4 V. A. Trapeznikov Institute of Control Sciences Russia 11 works
- 5 Moscow Aviation Institute Russia 11 works
- 6 Russian Academy of Sciences Russia 10 works
- 7 Peter the Great St. Petersburg Polytechnic University Russia 10 works
- 8 State University "Kyiv Aviation Institute" Ukraine 9 works
- 9 V. N. Karazin Kharkiv National University Ukraine 9 works
- 10 National Aerospace University – Kharkiv Aviation Institute Ukraine 9 works
Where is Mathematical Control Systems and Analysis research done?
The largest centres of Mathematical Control Systems and Analysis research in 2022–2025 are Moscow (Russia), Kyiv (Ukraine), Saint Petersburg (Russia) and Kharkiv (Ukraine). Among places with at least 20 works in it, it is an unusually large share of all research in Kharkiv, Kyiv and Saint Petersburg.
Largest cities, 2022–2025
- 1 Moscow Russia 115 works
- 2 Kyiv Ukraine 61 works
- 3 Saint Petersburg Russia 51 works
- 4 Kharkiv Ukraine 39 works
- 5 Tashkent Uzbekistan 15 works
- 6 Rostov-on-Don Russia 14 works
- 7 Weatherford United States 14 works
- 8 Lviv Ukraine 12 works
- 9 Minsk Belarus 12 works
- 10 Voronezh Russia 11 works
Where it is the local speciality
- KharkivUA · 38.7 works42×
- KyivUA · 61.4 works24×
- Saint PetersburgRU · 51.2 works21×
Location quotient: how much more of its research is in Mathematical Control Systems and Analysis than the world average.
Where is the best place to study Mathematical Control Systems and Analysis?
Among universities, judged by research, Lomonosov Moscow State University, National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute” and State University "Kyiv Aviation Institute" 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.
One dot per university in the table below. The upper left is the interesting corner: small places doing unusually strong work.
| # | University | Score | Top 10% | Specialisation | Works | Growth |
|---|---|---|---|---|---|---|
| 1 | Lomonosov Moscow State University Russia | 46.8 | 9.4% | 21.4× | 16 | +10.6% |
| 2 | National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute” Ukraine | 40.7 | 2.7% | 81.1× | 16 | +215.3% |
| 3 | State University "Kyiv Aviation Institute" Ukraine | 38.4 | 20.1% | 69.5× | 9 | +14.2% |
| 4 | Weatherford College United States | 33.4 | 0.0% | 12.1× | 14 | +222.0% |
| 5 | Peter the Great St. Petersburg Polytechnic University Russia | 30.0 | 4.2% | 54.5× | 10 | +200.0% |
| 6 | National Aerospace University – Kharkiv Aviation Institute Ukraine | 28.2 | 6.6% | 179.7× | 9 | +253.5% |
| 7 | Moscow Aviation Institute Russia | 20.3 | 3.1% | 77.8× | 11 | +84.9% |
| 8 | V. N. Karazin Kharkiv National University Ukraine | 19.2 | 2.4% | 52.5× | 9 | +123.3% |
| 9 | Russian University of Transport Russia | 14.2 | 5.0% | 149.4× | 8 | — |
Universities only. Score blends excellence (30%), specialisation (25%), size (20%), growth (15%) and international reach (10%), 2015–2022; growth compares 2010–14 with 2015–19.
Is Mathematical Control Systems and Analysis research growing?
Output in 2018–2022 was 61% higher than in 2013–2017, peaking in 2021. The fastest-growing topics are Mathematical Control Systems and Analysis.
The same series as a ribbon — one cell per year, darker for more. The line above answers how much; this answers when.
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.