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Research facility · Melbourne · Australia

IBM Research - Australia

In research, IBM Research - Australia stands highest in Physical Sciences (#15,324 of 21,541 worldwide), over all time.

research.ibm.com/labs/australia/index.shtmlROR OpenAlex
World rank, all time
#22,729
of 42,892
Rank in Australia
#420
of 656
Research works
313
▼ 22% vs 2013–17
Citations
9.9k
31.7 per fractional work
Top-10% rate
22.1%
record average 16.5%
Open access
35%
world 28%

What is IBM Research - Australia 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 #15,324 of 21,541 31.2%205

Each strip is that field’s whole ranked pool, with the notch where IBM Research - Australia 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: 0.71× its world share, 1 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.14× its world share, 0 worksBiochemistry, Geneti…Neuroscience: 12.67× its world share, 4 worksNeuroscienceChemical Engineering: 2.41× its world share, 0 worksChemical EngineeringChemistry: 0.35× its world share, 0 worksChemistryComputer Science: 4.66× its world share, 7 worksComputer ScienceEnergy: 1.65× its world share, 0 worksEnergyEngineering: 0.89× its world share, 3 worksEngineeringEnvironmental Science: 0.66× its world share, 1 worksEnvironmental ScienceMaterials Science: 0.29× its world share, 0 worksMaterials ScienceMathematics: 0.72× its world share, 0 worksMathematicsDentistry: 0.69× its world share, 0 worksDentistryHealth Professions: 1.09× its world share, 1 worksHealth ProfessionsMedicine: 0.33× its world share, 1 worksMedicineNursing: 0.49× its world share, 0 worksNursingDecision Sciences: 1.45× its world share, 0 worksDecision SciencesPsychology: 0.87× its world share, 0 worksPsychologySocial Sciences: 0.30× its world share, 1 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Neuroscience, 12.7×. Every wedge is a field page.

Who are the top researchers at IBM Research - Australia?

Ranked on the composite score, Rahil Garnavi, Bhavna Antony and Stefan Harrer lead among researchers whose main affiliation is IBM Research - Australia.

  1. 1 Rahil Garnavi Australia · #304,893 worldwide 109 citations · 23 works
  2. 2 Bhavna Antony Australia · #371,418 worldwide 65 citations · 21 works
  3. 3 Stefan Harrer Australia · #758,566 worldwide 33 citations · 20 works
  4. 4 Stephen Moore Australia · #1,010,711 worldwide 43 citations · 22 works
All ranked researchers at IBM Research - Australia

Which keywords describe research at IBM Research - Australia?

By fractional works in all years, weighted toward what it does more of than the world: Deep Learning, Machine Learning, Distributed Systems, Big Data, Energy Efficiency, Resource Management, Cloud Computing and Glaucoma.

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

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

All 40 words, with their numbers
  1. Deep Learning49▲ 7.4×52 topics
  2. Machine Learning31▲ 4.6×48 topics
  3. Distributed Systems20▲ 26×6 topics
  4. Energy Efficiency17▲ 6.8×13 topics
  5. Big Data16▲ 9.7×14 topics
  6. Resource Management14▲ 25×2 topics
  7. Neural Networks14▲ 4.2×23 topics
  8. Renewable Energy14▲ 4.3×16 topics
  9. Cloud Computing13▲ 15×5 topics
  10. Glaucoma12▲ 24×3 topics
  11. Convolutional Neural Networks12▲ 9.0×9 topics
  12. Optic Nerve12▲ 38×2 topics
  13. Security12▲ 8.8×12 topics
  14. Virtualization10▲ 45×2 topics
  15. Smart Grid10▲ 11×5 topics
  16. Data Centers10▲ 63×1 topic
  17. Macular Degeneration10▲ 26×3 topics
  18. MapReduce10▲ 63×1 topic
  19. Diabetic Retinopathy10▲ 38×2 topics
  20. Medical Image Analysis10▲ 27×3 topics
  21. Cardiovascular Risk10▲ 8.8×3 topics
  22. Image Analysis9▲ 44×2 topics
  23. Retinal Disease9▲ 78×1 topic
  24. Vessel Segmentation9▲ 86×1 topic
  25. Healthcare9▲ 3.9×9 topics
  26. Feature Extraction8▲ 9.4×9 topics
  27. Energy Management7▲ 20×2 topics
  28. Internet of Things7▲ 4.3×8 topics
  29. Privacy7▲ 13×6 topics
  30. Smart Home7▲ 22×3 topics
  31. Game Theory7▲ 16×3 topics
  32. Texture Analysis6▲ 14×3 topics
  33. Demand Response6▲ 38×1 topic
  34. Electricity Markets6▲ 38×1 topic
  35. Brain-Computer Interfaces6▲ 24×1 topic
  36. EEG Analysis6▲ 24×1 topic
  37. Renewable Energy Integration6▲ 7.1×3 topics
  38. IoT Security5▲ 10×3 topics
  39. Optical Coherence Tomography5▲ 15×3 topics
  40. Semantic Web Services5▲ 18×2 topics

Which research topics does IBM Research - Australia publish most on?

By volume in 2022–2025: EEG and Brain-Computer Interfaces, Blockchain Technology Applications and Security, Cloud Computing and Resource Management and Fault Detection and Control Systems.

EEG and Brain-Computer I…4EEG and Brain-Computer Interfaces: 4 fractional worksBlockchain Technology Applications and Security: 1 fractional worksCloud Computing and Resource Management: 1 fractional worksFault Detection and Control Systems: 0 fractional worksAnomaly Detection Techniques and Applications: 0 fractional worksBrain Tumor Detection and Classification: 0 fractional worksMobile Health and mHealth Applications: 0 fractional worksBlind Source Separation Techniques: 0 fractional worksInnovative Human-Technology Interaction: 0 fractional worksCurrency Recognition and Detection: 0 fractional works
Cognitive NeuroscienceInformation SystemsControl and Systems EngineeringArtificial Intelligence5 others

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

  1. 1 EEG and Brain-Computer Interfaces Cognitive Neuroscience 4 works
  2. 2 Blockchain Technology Applications and Security Information Systems 1 works
  3. 3 Cloud Computing and Resource Management Information Systems 1 works
  4. 4 Fault Detection and Control Systems Control and Systems Engineering 0 works
  5. 5 Anomaly Detection Techniques and Applications Artificial Intelligence 0 works
  6. 6 Brain Tumor Detection and Classification Neurology 0 works
  7. 7 Mobile Health and mHealth Applications General Health Professions 0 works
  8. 8 Blind Source Separation Techniques Signal Processing 0 works
  9. 9 Innovative Human-Technology Interaction Human-Computer Interaction 0 works
  10. 10 Currency Recognition and Detection Computer Vision and Pattern Recognition 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 available34.9%not open65.1%

World: 28% of research is openly available.

with international co-authors34.2%domestic only65.8%

World: 19% is written across borders.

How has IBM Research - Australia's research output changed?

Output in 2018–2022 was 22% 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 Melbourne

All research institutions in Melbourne

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.