Advanced machining processes and optimization
Advanced machining processes and optimization is a research topic within Mechanical Engineering. Science Explorer counts 58k research works in it since 1950. 13.1% of them reached the world's top 10% most cited for their field and year.
This cluster of papers focuses on advanced monitoring and optimization of machining operations, including topics such as surface integrity, tool wear, cutting parameters, chatter vibration, minimum quantity lubrication, and high speed machining. It also covers the machining of composite materials and the control of surface roughness in various machining processes.
- Machining
- Surface Integrity
- Tool Wear
- Cutting Parameters
- Metal Cutting
- Chatter Vibration
- Minimum Quantity Lubrication
- Composite Materials
- High Speed Machining
- Surface Roughness
- Research works
- 58k fractional, since 1950
- In the world top 10%
- 7.7k per year above
- Top-10% rate
- 13.1% share of its works in the world top 10%
- Growth, 2013–17 → 2018–22
- +29% the tick is no change
Which countries lead Advanced machining processes and optimization research?
By volume, China and India publish the most (4.6k and 1.7k works in 2022–2025).
By volume, 2022–2025
- 1 China 4.6k works
- 2 India 1.7k works
- 3 Germany 558 works
- 4 United States 444 works
- 5 Türkiye 376 works
- 6 Russia 373 works
- 7 Japan 289 works
- 8 Poland 222 works
- 9 United Kingdom 204 works
- 10 Vietnam 179 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 Advanced machining processes and optimization research?
By volume in 2022–2025, Nanjing University of Aeronautics and Astronautics publishes the most Advanced machining processes and optimization research, followed by Dalian University of Technology and Harbin Institute of Technology.
By volume, 2022–2025
- 1 Nanjing University of Aeronautics and AstronauticsChina 163 works
- 2 Dalian University of TechnologyChina 144 works
- 3 Harbin Institute of TechnologyChina 114 works
- 4 Chongqing UniversityChina 106 works
- 5 Shanghai Jiao Tong UniversityChina 103 works
- 6 Huazhong University of Science and TechnologyChina 101 works
- 7 Northeastern UniversityChina 97 works
- 8 Harbin University of Science and TechnologyChina 92 works
- 9 Shandong UniversityChina 83 works
- 10 Northwestern Polytechnical UniversityChina 80 works
Who are the leading researchers in Advanced machining processes and optimization?
The most-cited researchers publishing on Advanced machining processes and optimization include Kai Wang.
- 1 Kai Wang China 3.1k citations
Ranked by citations received across their whole record, among researchers with at least three works on this topic.
Where is Advanced machining processes and optimization research done?
The largest centres of Advanced machining processes and optimization research in 2022–2025 are Beijing (China), Shanghai (China), Nanjing (China) and Xi'an (China). Among places with at least 20 works in it, it is an unusually large share of all research in Thái Nguyên.
Largest cities, 2022–2025
Where it is the local speciality
- Thái NguyênVN · 23.8 works20×
Location quotient: how much more of its research is in Advanced machining processes and optimization than the world average.
Where is the best place to study Advanced machining processes and optimization?
Among universities, judged by research, Opole University of Technology, Northeastern University and University of Engineering and Technology Lahore 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 | Opole University of TechnologyPoland | 73.0 | 41.7% | 28.1× | 14 | +108.2% |
| 2 | Northeastern UniversityChina | 69.3 | 22.9% | 9.5× | 97 | +131.3% |
| 3 | University of Engineering and Technology LahorePakistan | 69.3 | 25.2% | 10.8× | 12 | +389.7% |
| 4 | Dalian University of TechnologyChina | 66.1 | 22.7% | 13.1× | 144 | +12.1% |
| 5 | Indian Institute of Technology RoparIndia | 63.2 | 25.8% | 9.8× | 14 | +367.1% |
| 6 | Nanjing University of Aeronautics and AstronauticsChina | 61.9 | 17.3% | 15.8× | 163 | -2.5% |
| 7 | Düzce ÜniversitesiTürkiye | 61.9 | 37.3% | 7.3× | 14 | +157.3% |
| 8 | Chongqing UniversityChina | 61.0 | 23.2% | 8.4× | 106 | +15.9% |
| 9 | South Ural State UniversityRussia | 60.2 | 18.5% | 10.4× | 14 | +311.3% |
| 10 | Institute of Infrastructure Technology Research and ManagementIndia | 59.2 | 32.7% | 41.7× | 10 | — |
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 Advanced machining processes and optimization research growing?
Output in 2018–2022 was 29% higher than in 2013–2017, peaking in 2024. The fastest-growing topics are Advanced machining processes and optimization.
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.