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University · Marrakesh · Morocco

École Royale de l'Air de Marrakech

ROR OpenAlex
Research works
95
▼ 5% vs 2018-21
Citations
574
6.0 per fractional work
Top-10% rate
7.0%
all institutions 10.0%
Open access
38%
world 40%
International
7%
world 18%
École Royale de l'Air de Marrakech

Not ranked overall: École Royale de l'Air de Marrakech is under the volume floor below which a citation excellence rate is noise. Not ranked is not the same as ranked last.

Which fields of science does École Royale de l'Air de Marrakech work in?

In 2022-now, 96% of research at École Royale de l'Air de Marrakech is in Physical Sciences, 4% in Life Sciences. Its largest fields are Engineering (67%), Computer Science (17%), Materials Science (5%). It does 2.2× the world's share of Physical Sciences.

Physical Sciences: 30 fractional works · 96.3% of its workEngineering: 21 fractional works · 67.3% of its workAerospace Engineering: 5 fractional works · 17.1% of its workElectrical and Electronic Engineering: 5 fractional works · 14.9% of its workControl and Systems Engineering: 3 fractional works · 11.1% of its workComputational Mechanics: 3 fractional works · 9.5% of its workBiomedical Engineering: 1 fractional works · 4.7% of its workAutomotive Engineering: 1 fractional works · 3.7% of its workCivil and Structural Engineering: 1 fractional works · 2.2% of its workMechanical Engineering: 0 fractional works · 1.4% of its workOcean Engineering: 0 fractional works · 1.0% of its workIndustrial and Manufacturing Engineering: 0 fractional works · 0.9% of its workSafety, Risk, Reliability and Quality: 0 fractional works · 0.5% of its workMechanics of Materials: 0 fractional works · 0.3% of its workComputer Science: 5 fractional works · 16.8% of its workComputer Vision and Pattern Recognition: 2 fractional works · 5.3% of its workComputer Networks and Communications: 2 fractional works · 5.2% of its workArtificial Intelligence: 1 fractional works · 4.0% of its workSignal Processing: 0 fractional works · 1.1% of its workHuman-Computer Interaction: 0 fractional works · 0.6% of its workComputational Theory and Mathematics: 0 fractional works · 0.5% of its workMaterials Science: 2 fractional works · 5.3% of its workMaterials Chemistry: 1 fractional works · 4.1% of its workElectronic, Optical and Magnetic Materials: 0 fractional works · 0.9% of its workPolymers and Plastics: 0 fractional works · 0.3% of its workPhysics and Astronomy: 1 fractional works · 2.6% of its workAstronomy and Astrophysics: 0 fractional works · 1.2% of its workStatistical and Nonlinear Physics: 0 fractional works · 0.9% of its workAtomic and Molecular Physics, and Optics: 0 fractional works · 0.5% of its workChemical Engineering: 1 fractional works · 1.7% of its workFluid Flow and Transfer Processes: 1 fractional works · 1.7% of its workEnvironmental Science: 0 fractional works · 1.6% of its workGlobal and Planetary Change: 0 fractional works · 1.0% of its workPollution: 0 fractional works · 0.5% of its workMathematics: 0 fractional works · 0.9% of its workApplied Mathematics: 0 fractional works · 0.9% of its workLife Sciences: 1 fractional works · 3.7% of its workBiochemistry, Genetics and Molecular Biology: 1 fractional works · 3.2% of its workBiophysics: 1 fractional works · 3.2% of its workNeuroscience: 0 fractional works · 0.5% of its workNeurology: 0 fractional works · 0.5% of its workALL ITS WORKÉcole Royale del'Air de…31fractional works, 2022-now
Life Sciences4%Physical Sciences96%

Each ring splits the one inside it: the four domains of science, their fields, their subfields. Size is fractional works in 2022-now. Every slice is a page; the interactive view zooms down to single topics and colours each by how much more of it this institution does than the world.

Its 2 domains and 9 fields, with their numbers
    1. Engineering2167.3%
    2. Computer Science516.8%
    3. Materials Science25.3%
    4. Physics and Astronomy12.6%
    5. Chemical Engineering11.7%
    6. Environmental Science01.6%
    7. Mathematics00.9%
    1. Biochemistry, Genetics and Molecular Biology13.2%
    2. Neuroscience00.5%
All of science, and how each field's share has moved since 1950: the Science domain explorer

What does École Royale de l'Air de Marrakech specialise in?

Where its research is concentrated relative to its size: Engineering takes 4.5× the share of its output that it takes of world research.

  1. EngineeringField · 21.2 works4.5×
← less than its size predicts1×more →

Location quotient, a volume reading rather than an impact one. It surfaces small, lopsided specialities.

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: 0.60× its world share, 1 worksBiochemistry, Geneti…Neuroscience: 0.33× its world share, 0 worksNeuroscienceChemical Engineering: 4.98× its world share, 0 worksChemical EngineeringComputer Science: 2.16× its world share, 5 worksComputer ScienceEngineering: 4.49× its world share, 21 worksEngineeringEnvironmental Science: 0.32× its world share, 0 worksEnvironmental ScienceMaterials Science: 1.53× its world share, 2 worksMaterials ScienceMathematics: 0.75× its world share, 0 worksMathematicsPhysics and Astronomy: 1.19× 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, 5.0×. Every wedge is a field page.

All 9 fields, with their numbers
  1. Chemical Engineering4.98×0 works
  2. Engineering4.49×21 works
  3. Computer Science2.16×5 works
  4. Materials Science1.53×2 works
  5. Physics and Astronomy1.19×1 works
  6. Mathematics0.75×0 works
  7. Biochemistry, Genetics and Molecular Biology0.60×1 works
  8. Neuroscience0.33×0 works
  9. Environmental Science0.32×0 works

Who are the top researchers at École Royale de l'Air de Marrakech?

Ranked on the quality score, Ahmed Oulad Said, El Mahdi El Guarmah and Abdeljalil El Kari lead among researchers whose main affiliation is École Royale de l'Air de Marrakech.

  1. 1 Ahmed Oulad Said Morocco · #3,727,786 worldwide 218 citations · 20 works
  2. 2 El Mahdi El Guarmah Morocco · #4,315,072 worldwide 37 citations · 19 works
  3. 3 Abdeljalil El Kari Morocco · #5,503,481 worldwide 454 citations · 46 works
  4. 4 Mostafa Mjahed Morocco · #6,204,338 worldwide 524 citations · 67 works
All ranked researchers at École Royale de l'Air de Marrakech

What are the most cited papers from École Royale de l'Air de Marrakech?

The most cited paper from École Royale de l'Air de Marrakech is "Lithium-ion battery state of health estimation using a hybrid model based on a convolutional neural network and bidirectional gated recurrent unit" (Yahia Mazzi, Hicham Ben Sassi, Fatima Errahimi, 2023), with 100 citations. Next come "Double Negative (DNG) Metamaterial-Based Koch Fractal MIMO Antenna Design for Sub-6-GHz V2X Communication" (47) and "New Trajectory Tracking Approach for a Quadcopter Using Genetic Algorithm and Reference Model Methods" (44).

Most cited papers
#PaperReleasedCitations
1 Lithium-ion battery state of health estimation using a hybrid model based on a convolutional neural network and bidirectional gated recurrent unit Yahia Mazzi, Hicham Ben Sassi, Fatima Errahimi · Engineering Applications of Artificial Intelligence 9 Oct 2023 100
2 Double Negative (DNG) Metamaterial-Based Koch Fractal MIMO Antenna Design for Sub-6-GHz V2X Communication Fatima Ez-Zaki, Hassan Belahrach, Abdelilah Ghammaz et al. · IEEE Access Open access 2023 47
3 New Trajectory Tracking Approach for a Quadcopter Using Genetic Algorithm and Reference Model Methods Imane Siti, Mostafa Mjahed, Hassan Ayad et al. · Applied Sciences Open access 29 Apr 2019 44
4 Particle Swarm Optimization and Cuckoo Search-Based Approaches for Quadrotor Control and Trajectory Tracking Nada El Gmili, Mostafa Mjahed, Abdeljalil El Kari et al. · Applied Sciences Open access 25 Apr 2019 43
5 Effect of printing parameters on tensile, thermal and structural properties of 3D ‐printed poly (ether ketone ketone) PEKK material using fused deposition modeling Anouar El Magri, Sébastien Vaudreuil, Anass Benayad et al. · Journal of Applied Polymer Science 6 May 2023 42
All 61 most cited papers, with filters and sorting

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

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

▲ 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-now 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 31 words are chosen for being large and distinctive. Each links to the topic it comes from most.

All 31 words, with their numbers
  1. Deep Learning4▲ 3.6×13 topics
  2. Machine Learning3▲ 3.2×11 topics
  3. Heat Transfer3▲ 21×3 topics
  4. Nonlinear Systems2▲ 27×3 topics
  5. Stability Analysis2▲ 39×5 topics
  6. Turbulent Flows2▲ 62×1 topic
  7. Vortex Dynamics2▲ 53×1 topic
  8. Wireless Communications2▲ 35×2 topics
  9. Antenna2▲ 70×1 topic
  10. Microstrip2▲ 70×1 topic
  11. Convolutional Neural Networks2▲ 6.5×4 topics
  12. Optimization2▲ 11×3 topics
  13. Nonlinear Dynamics1▲ 20×4 topics
  14. Applications1▲ 14×3 topics
  15. Image Processing1▲ 8.5×2 topics
  16. Model Predictive Control1▲ 15×3 topics
  17. Adaptive Control1▲ 25×3 topics
  18. Electric Vehicles1▲ 12×4 topics
  19. Feedback Control1▲ 21×3 topics
  20. Graphene1▲ 5.2×4 topics
  21. Neural Network1▲ 19×2 topics
  22. Bioimage Analysis1▲ 82×1 topic
  23. Constraint Handling1▲ 40×2 topics
  24. Distributed Control1▲ 30×2 topics
  25. Energy Efficiency1▲ 3.6×5 topics
  26. High-Content Screening1▲ 82×1 topic
  27. LEO Satellite Constellation1▲ 114×1 topic
  28. Numerical Simulation1▲ 11×2 topics
  29. Particle Swarm Optimization1▲ 28×3 topics
  30. Robust Control1▲ 44×2 topics
  31. Satellite Communications1▲ 114×1 topic

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

By volume in 2022-now: Fluid Dynamics and Turbulent Flows, Antenna Design and Analysis, Satellite Communication Systems and Cell Image Analysis Techniques.

Fluid Dynamics and Turbulent Flows: 2 fractional worksAntenna Design and Analysis: 2 fractional worksSatellite Communication Systems: 1 fractional worksCell Image Analysis Techniques: 1 fractional worksNonlinear Dynamics and Pattern Formation: 1 fractional worksAdaptive Control of Nonlinear Systems: 1 fractional worksSpacecraft Design and Te…1Spacecraft Design and Technology: 1 fractional worksFluid Dynamics and Vibra…1Fluid Dynamics and Vibration Analysis: 1 fractional worksAdvanced Control Systems…1Advanced Control Systems Optimization: 1 fractional worksElectromagnetic Compatib…1Electromagnetic Compatibility and Noise Suppression: 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 2 works
  3. 3 Satellite Communication Systems Aerospace Engineering 1 works
  4. 4 Cell Image Analysis Techniques Biophysics 1 works
  5. 5 Nonlinear Dynamics and Pattern Formation Computer Networks and Communications 1 works
  6. 6 Adaptive Control of Nonlinear Systems Control and Systems Engineering 1 works
  7. 7 Spacecraft Design and Technology Aerospace Engineering 1 works
  8. 8 Fluid Dynamics and Vibration Analysis Computational Mechanics 1 works
  9. 9 Advanced Control Systems Optimization Control and Systems Engineering 1 works
  10. 10 Electromagnetic Compatibility and Noise Suppression Electrical and Electronic 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: 40% of research is openly available.

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

World: 18% is written across borders.

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

Output in 2022-2025 was 5% lower than in 2018-2021.

still counting20052010201520202025
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 École Royale de l'Air de Marrakech as a percentage of every work published that year, 0.00017% in 2024.

still counting0.00010%0.00020%0.00030%École Royale de l'Air de Marrakech0.000064% in 202520102020

Fractional works of École Royale de l'Air de Marrakech over all fractional works that year. How the balance of science has shifted.

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 have tabs of their own, above.

Discussion

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