- Research works
- 33 ▼ 50% vs 2013–17
- Citations
- 640 19.7 per fractional work
- Top-10% rate
- 0.0% record average 16.5%
- Open access
- 35% world 28%
Not ranked overall: Polytech Tours is under the volume floor below which an excellence rate is noise. Not ranked is not the same as ranked last.
Field profile
Location quotient across every field it publishes in: outside the ring is more than an institution of this size would be expected to publish, inside it is less.
Rings at 0.5×, 1× and 2×. Widest outward: Engineering, 4.0×. Every wedge is a field page.
Which keywords describe research at Polytech Tours?
By fractional works in all years, weighted toward what it does more of than the world: Genetic Algorithm, Clustering Algorithms, Community Engagement, Territorial Governance, Scheduling, Flexible Job-shop, Manufacturing and Citizen Participation.
- Association Rules
- K-means
- Mechanical Properties
- Machine Learning
- Citizen Participation
- Manufacturing
- Territorial Governance
- Deep Learning
- Clustering Algorithms
- Genetic Algorithm
- Community Engagement
- Sustainable Development
- Flexible Job-shop
- Scheduling
- Environmental Participation
- Evolutionary Algorithms
- Cluster Validation
- Data Mining
- Frequent Patterns
Size is fractional works in all years in the topics tagged with each word; colour is the word's share of this institution's work against its share of the world's. The 19 words are chosen for being large and distinctive. Each links to the topic it comes from most.
All 19 words, with their numbers
- Genetic Algorithm2▲ 37×3 topics
- Clustering Algorithms2▲ 62×2 topics
- Community Engagement2▲ 19×2 topics
- Deep Learning2▲ 2.8×11 topics
- Sustainable Development2▲ 5.0×3 topics
- Territorial Governance2▲ 41×2 topics
- Flexible Job-shop2▲ 144×1 topic
- Manufacturing2▲ 106×1 topic
- Scheduling2▲ 69×2 topics
- Citizen Participation2▲ 45×1 topic
- Environmental Participation2▲ 57×1 topic
- Machine Learning2▲ 2.4×6 topics
- Evolutionary Algorithms2▲ 44×3 topics
- Mechanical Properties2▲ 5.1×8 topics
- Cluster Validation1▲ 349×1 topic
- K-means1▲ 349×1 topic
- Data Mining1▲ 7.5×2 topics
- Association Rules1▲ 97×1 topic
- Frequent Patterns1▲ 97×1 topic
Which research topics does Polytech Tours publish most on?
By volume in 2022–2025: Acoustic Wave Phenomena Research, Geophysics and Sensor Technology, Water Quality and Pollution Assessment and Environmental Toxicology and Ecotoxicology.
Area is fractional works; colour is the subfield each topic belongs to.
- 1 Acoustic Wave Phenomena Research Biomedical Engineering 0 works
- 2 Geophysics and Sensor Technology Ocean Engineering 0 works
- 3 Water Quality and Pollution Assessment Water Science and Technology 0 works
- 4 Environmental Toxicology and Ecotoxicology Health, Toxicology and Mutagenesis 0 works
- 5 Vibration Control and Rheological Fluids Civil and Structural Engineering 0 works
- 6 Smart Materials for Construction Pollution 0 works
- 7 Advanced Sensor and Energy Harvesting Materials Biomedical Engineering 0 works
- 8 Mechanical and Optical Resonators Atomic and Molecular Physics, and Optics 0 works
- 9 Vibration and Dynamic Analysis Control and Systems Engineering 0 works
- 10 Dielectric materials and actuators Biomedical Engineering 0 works
How open and international is its research?
Against the world’s own shares — the tick on each track. Both are shares of its output, so they sit on one scale and can be read against each other as well as against the world.
World: 28% of research is openly available.
World: 19% is written across borders.
How has Polytech Tours's research output changed?
Output in 2018–2022 was 50% lower than in 2013–2017.
The same series as a ribbon — one cell per year, darker for more. The line above answers how much; this answers when.
Other research institutions in Tours
- Val de Loire Recherche en Management
- Institut de Recherche sur la Biologie de l'Insecte UMR 7261
- Da Vinci Labs (France)
Research measures only: rankings here say nothing about teaching, admissions or student experience. Comparable institutions and collaboration partners are in the interactive view on the map.