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University · Marrakesh · Morocco

École Royale de l'Air de Marrakech

ROR OpenAlex
Research works
95
▲ 69% vs 2013–17
Citations
574
6.0 per fractional work
Top-10% rate
25.9%
record average 16.5%
Open access
38%
world 28%

Not ranked overall: École Royale de l'Air de Marrakech 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.

Biochemistry, Genetics and Molecular Biology: 0.73× its world share, 1 worksBiochemistry, Geneti…Neuroscience: 0.40× its world share, 0 worksNeuroscienceChemical Engineering: 6.06× its world share, 0 worksChemical EngineeringComputer Science: 2.06× its world share, 4 worksComputer ScienceEngineering: 4.51× its world share, 18 worksEngineeringEnvironmental Science: 0.39× its world share, 0 worksEnvironmental ScienceMaterials Science: 1.00× its world share, 1 worksMaterials ScienceMathematics: 0.91× its world share, 0 worksMathematicsPhysics and Astronomy: 1.45× its world share, 1 worksPhysics and Astronomy1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Chemical Engineering, 6.1×. Every wedge is a field page.

Which keywords describe research at École Royale de l'Air de Marrakech?

By fractional works in 2022–2025, weighted toward what it does more of than the world: Heat Transfer, Deep Learning, Turbulent Flows, Vortex Dynamics, Stability Analysis, Machine Learning, Nonlinear Systems and Optimization.

▲ more of its work than of the world’s◆ about the world’s share▼ less than the world’s

Size is fractional works in 2022–2025 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 18 words are chosen for being large and distinctive. Each links to the topic it comes from most.

All 18 words, with their numbers
  1. Heat Transfer3▲ 25×3 topics
  2. Deep Learning3▲ 3.4×11 topics
  3. Machine Learning3▲ 3.1×9 topics
  4. Turbulent Flows2▲ 72×1 topic
  5. Vortex Dynamics2▲ 63×1 topic
  6. Stability Analysis2▲ 43×5 topics
  7. Nonlinear Systems2▲ 31×3 topics
  8. Nonlinear Dynamics1▲ 23×3 topics
  9. Optimization1▲ 11×3 topics
  10. Antenna1▲ 56×1 topic
  11. Convolutional Neural Networks1▲ 6.2×4 topics
  12. Image Processing1▲ 10×2 topics
  13. Microstrip1▲ 56×1 topic
  14. Model Predictive Control1▲ 17×3 topics
  15. Bioimage Analysis1▲ 106×1 topic
  16. Constraint Handling1▲ 46×2 topics
  17. High-Content Screening1▲ 106×1 topic
  18. Numerical Simulation1▲ 13×2 topics

Which research topics does École Royale de l'Air de Marrakech publish most on?

By volume in 2022–2025: Fluid Dynamics and Turbulent Flows, Antenna Design and Analysis, Cell Image Analysis Techniques and Nonlinear Dynamics and Pattern Formation.

Fluid Dynamics and Turbulent Flows: 2 fractional worksAntenna Design and Analysis: 1 fractional worksCell Image Analysis Techniques: 1 fractional worksNonlinear Dynamics and Pattern Formation: 1 fractional worksSatellite Communication Systems: 1 fractional worksAdvanced Control Systems Optimization: 1 fractional worksFluid Dynamics and Vibra…1Fluid Dynamics and Vibration Analysis: 1 fractional worksSpacecraft Design and Technology: 1 fractional worksElectromagnetic Compatibility and Noise Suppression: 1 fractional worksAdaptive Control of Nonl…1Adaptive Control of Nonlinear Systems: 1 fractional works
Computational MechanicsAerospace EngineeringBiophysicsComputer Networks and Communications2 others

Area is fractional works; colour is the subfield each topic belongs to.

  1. 1 Fluid Dynamics and Turbulent Flows Computational Mechanics 2 works
  2. 2 Antenna Design and Analysis Aerospace Engineering 1 works
  3. 3 Cell Image Analysis Techniques Biophysics 1 works
  4. 4 Nonlinear Dynamics and Pattern Formation Computer Networks and Communications 1 works
  5. 5 Satellite Communication Systems Aerospace Engineering 1 works
  6. 6 Advanced Control Systems Optimization Control and Systems Engineering 1 works
  7. 7 Fluid Dynamics and Vibration Analysis Computational Mechanics 1 works
  8. 8 Spacecraft Design and Technology Aerospace Engineering 1 works
  9. 9 Electromagnetic Compatibility and Noise Suppression Electrical and Electronic Engineering 1 works
  10. 10 Adaptive Control of Nonlinear Systems Control and Systems Engineering 1 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.

openly available37.9%not open62.1%

World: 28% of research is openly available.

with international co-authors7.0%domestic only93.0%

World: 19% is written across borders.

How has École Royale de l'Air de Marrakech's research output changed?

Output in 2018–2022 was 69% higher than in 2013–2017.

2005201020152020
grewheldshrank

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 Marrakesh

All research institutions in Marrakesh

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.