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University · Aurora · United States

Illinois Mathematics and Science Academy

In research, Illinois Mathematics and Science Academy stands highest in Physical Sciences (#17,692 of 21,541 worldwide) and Social Sciences (#15,716 of 16,945 worldwide), over all time.

imsa.eduROR OpenAlex
World rank, all time
#30,354
of 42,892
Rank in United States
#6,511
of 8,685
Research works
563
▼ 64% vs 2013–17
Citations
2.5k
4.4 per fractional work
Top-10% rate
13.5%
record average 16.5%
Open access
30%
world 28%

What is Illinois Mathematics and Science Academy known for in research?

The fields where it stands highest, over all time, ranked among every institution above the floor in each field.

FieldWorld rankWhere that sitsTop-10% rateWorks
Physical SciencesDomain #17,692 of 21,541 4.9%216
Social SciencesDomain #15,716 of 16,945 5.7%183

Each strip is that field’s whole ranked pool, with the notch where Illinois Mathematics and Science Academy sits in it, in the colour of the band that rank falls in. The track under the rate is the rate itself: it carries no world mark, because the world rate differs by field (from about 6% to 21% in this record).

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.

Agricultural and Biological Sciences: 0.35× its world share, 0 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 1.78× its world share, 3 worksBiochemistry, Geneti…Immunology and Microbiology: 1.91× its world share, 1 worksImmunology and Micro…Neuroscience: 4.49× its world share, 2 worksNeuroscienceChemistry: 0.22× its world share, 0 worksChemistryComputer Science: 3.83× its world share, 10 worksComputer ScienceEarth and Planetary Sciences: 1.10× its world share, 1 worksEarth and Planetary …Engineering: 0.72× its world share, 4 worksEngineeringEnvironmental Science: 0.68× its world share, 1 worksEnvironmental ScienceMaterials Science: 0.49× its world share, 1 worksMaterials ScienceMathematics: 1.30× its world share, 0 worksMathematicsPhysics and Astronomy: 0.25× its world share, 0 worksPhysics and AstronomyHealth Professions: 0.59× its world share, 0 worksHealth ProfessionsMedicine: 0.76× its world share, 5 worksMedicineArts and Humanities: 0.12× its world share, 0 worksArts and HumanitiesDecision Sciences: 0.53× its world share, 0 worksDecision SciencesEconomics, Econometrics and Finance: 0.36× its world share, 0 worksEconomics, Econometr…Psychology: 1.00× its world share, 1 worksPsychologySocial Sciences: 0.71× its world share, 3 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Neuroscience, 4.5×. Every wedge is a field page.

Who are the top researchers at Illinois Mathematics and Science Academy?

Ranked on the composite score, Ruth Dover and Stephanie Pace Marshall lead among researchers whose main affiliation is Illinois Mathematics and Science Academy.

  1. 1 Ruth Dover United States · #737,715 worldwide 0 citations · 20 works
  2. 2 Stephanie Pace Marshall United States · #1,161,891 worldwide 8 citations · 16 works
All ranked researchers at Illinois Mathematics and Science Academy

Which keywords describe research at Illinois Mathematics and Science Academy?

By fractional works in 2022–2025, weighted toward what it does more of than the world: Deep Learning, Machine Learning, Neural Networks, Education, Natural Language Processing, Global Access, Medical Education and Backpropagation Learning.

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

All 19 words, with their numbers
  1. Deep Learning4▲ 3.2×12 topics
  2. Machine Learning3▲ 3.1×13 topics
  3. Neural Networks2▲ 4.8×6 topics
  4. Education2▲ 3.6×4 topics
  5. Climate Change2▲ 1.73×8 topics
  6. Epidemiology1◆ 1.01×9 topics
  7. Healthcare1▲ 3.6×2 topics
  8. Natural Language Processing1▲ 17×3 topics
  9. Big Data1▲ 3.9×2 topics
  10. Global Access1▲ 41×2 topics
  11. Backpropagation Learning1▲ 37×1 topic
  12. Biomedical Engineering1▲ 20×1 topic
  13. Cancer Treatment1▲ 13×1 topic
  14. Computational Text Analysis1▲ 155×1 topic
  15. Hackathons1▲ 82×1 topic
  16. Medical Education1▲ 12×2 topics
  17. Radiotherapy1▲ 7.9×1 topic
  18. Self-Organizing Maps1▲ 37×1 topic
  19. Topic Modeling1▲ 21×1 topic

Which research topics does Illinois Mathematics and Science Academy publish most on?

By volume in 2022–2025: Neural Networks and Applications, Advances in Oncology and Radiotherapy, Computational and Text Analysis Methods and Biomedical and Engineering Education.

Neural Networks and Appl…1Neural Networks and Applications: 1 fractional worksAdvances in Oncology and…1Advances in Oncology and Radiotherapy: 1 fractional worksComputational and Text A…1Computational and Text Analysis Methods: 1 fractional worksBiomedical and Engineeri…1Biomedical and Engineering Education: 1 fractional worksProtein Structure and Dynamics: 1 fractional worksNeuroscience, Education and Cognitive Function: 1 fractional worksCryptography and Data Se…1Cryptography and Data Security: 1 fractional worksAnomaly Detection Techni…1Anomaly Detection Techniques and Applications: 1 fractional worksEEG and Brain-Computer I…0EEG and Brain-Computer Interfaces: 0 fractional worksNatural Language Process…0Natural Language Processing Techniques: 0 fractional works
Artificial IntelligenceRadiology, Nuclear Medicine and ImagingGeneral Social SciencesBiomedical Engineering2 others

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

  1. 1 Neural Networks and Applications Artificial Intelligence 1 works
  2. 2 Advances in Oncology and Radiotherapy Radiology, Nuclear Medicine and Imaging 1 works
  3. 3 Computational and Text Analysis Methods General Social Sciences 1 works
  4. 4 Biomedical and Engineering Education Biomedical Engineering 1 works
  5. 5 Protein Structure and Dynamics Molecular Biology 1 works
  6. 6 Neuroscience, Education and Cognitive Function Cognitive Neuroscience 1 works
  7. 7 Cryptography and Data Security Artificial Intelligence 1 works
  8. 8 Anomaly Detection Techniques and Applications Artificial Intelligence 1 works
  9. 9 EEG and Brain-Computer Interfaces Cognitive Neuroscience 0 works
  10. 10 Natural Language Processing Techniques Artificial Intelligence 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.

openly available30.3%not open69.7%

World: 28% of research is openly available.

with international co-authors2.1%domestic only97.9%

World: 19% is written across borders.

How has Illinois Mathematics and Science Academy's research output changed?

Output in 2018–2022 was 64% lower than in 2013–2017.

1990200020102020
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 Aurora

All research institutions in Aurora

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.