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Preferred Networks (Japan)

In research, Preferred Networks (Japan) stands highest in Physical Sciences (#14,656 of 21,541 worldwide), over all time.

preferred.jpROR OpenAlex
World rank, 2022–2025
#14,584
of 28,054 · #25,804 all time
Rank in Japan
#384
of 1,070
Research works
216
▲ 272% vs 2013–17
Citations
11k
49.6 per fractional work
Top-10% rate
17.5%
record average 16.5%
Open access
42%
world 28%

What is Preferred Networks (Japan) 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 #14,656 of 21,541 20.4%153

Each strip is that field’s whole ranked pool, with the notch where Preferred Networks (Japan) 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.

Biochemistry, Genetics and Molecular Biology: 0.88× its world share, 4 worksBiochemistry, Geneti…Immunology and Microbiology: 0.16× its world share, 0 worksImmunology and Micro…Neuroscience: 1.12× its world share, 1 worksNeuroscienceChemical Engineering: 0.64× its world share, 0 worksChemical EngineeringChemistry: 0.42× its world share, 0 worksChemistryComputer Science: 4.53× its world share, 26 worksComputer ScienceEarth and Planetary Sciences: 0.91× its world share, 1 worksEarth and Planetary …Energy: 0.34× its world share, 0 worksEnergyEngineering: 1.61× its world share, 18 worksEngineeringEnvironmental Science: 0.07× its world share, 0 worksEnvironmental ScienceMaterials Science: 1.70× its world share, 4 worksMaterials ScienceMathematics: 0.76× its world share, 1 worksMathematicsPhysics and Astronomy: 0.45× its world share, 1 worksPhysics and AstronomyHealth Professions: 0.10× its world share, 0 worksHealth ProfessionsMedicine: 0.15× its world share, 2 worksMedicineBusiness, Management and Accounting: 0.70× its world share, 2 worksBusiness, Management…Decision Sciences: 2.86× its world share, 2 worksDecision SciencesEconomics, Econometrics and Finance: 5.37× its world share, 8 worksEconomics, Econometr…Psychology: 0.48× its world share, 1 worksPsychologySocial Sciences: 0.17× its world share, 2 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Economics, Econometrics and Finance, 5.4×. Every wedge is a field page.

Who are the top researchers at Preferred Networks (Japan)?

Ranked on the composite score, Fabrice Matulic and Masaki Saito lead among researchers whose main affiliation is Preferred Networks (Japan).

  1. 1 Fabrice Matulic Japan · #380,607 worldwide 69 citations · 17 works
  2. 2 Masaki Saito Japan · #745,318 worldwide 14 citations · 28 works
All ranked researchers at Preferred Networks (Japan)

Which keywords describe research at Preferred Networks (Japan)?

By fractional works in 2022–2025, weighted toward what it does more of than the world: Deep Learning, Neural Networks, Machine Learning, Asset Pricing, Market Efficiency, Stock Returns, Robotic Manipulators and Monte Carlo Simulation.

▲ 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 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 Learning14▲ 5.6×37 topics
  2. Neural Networks9▲ 8.0×19 topics
  3. Machine Learning8▲ 3.4×22 topics
  4. Asset Pricing4▲ 54×2 topics
  5. Market Efficiency3▲ 64×1 topic
  6. Stock Returns3▲ 100×1 topic
  7. Robotic Manipulators3▲ 43×2 topics
  8. Molecular Dynamics3▲ 24×2 topics
  9. Monte Carlo Simulation3▲ 19×2 topics
  10. Virtual Environments3▲ 117×2 topics
  11. Option Pricing3▲ 148×1 topic
  12. Stochastic Calculus3▲ 148×1 topic
  13. Grasping3▲ 94×1 topic
  14. Robot Learning3▲ 94×1 topic
  15. Gesture Recognition2▲ 46×2 topics
  16. Convolutional Neural Networks2▲ 4.4×8 topics
  17. Data Mining2▲ 4.4×4 topics
  18. Haptic Interfaces2▲ 54×2 topics
  19. High-Throughput2▲ 54×1 topic
  20. Human-Computer Interaction2▲ 16×3 topics
  21. Materials Informatics2▲ 54×1 topic
  22. Unsupervised Learning2▲ 17×3 topics
  23. Bioinspired Robotics2▲ 64×1 topic
  24. Soft Robotics2▲ 31×1 topic
  25. Neural Machine Translation2▲ 22×1 topic
  26. Statistical Machine Translation2▲ 22×1 topic
  27. Convolutional Networks2▲ 15×3 topics
  28. Crystal Structure2▲ 14×3 topics
  29. Support Vector Machines2▲ 6.5×3 topics
  30. Teleoperation1▲ 133×1 topic
  31. Time Delay1▲ 133×1 topic
  32. 3D Reconstruction1▲ 19×2 topics
  33. Interaction Techniques1▲ 104×1 topic
  34. Point Clouds1▲ 19×2 topics
  35. Tangible User Interfaces1▲ 104×1 topic
  36. Topic Modeling1▲ 12×2 topics
  37. Agent-Based Modeling1▲ 12×2 topics
  38. Machine Translation1▲ 10.0×1 topic
  39. Real-time Tracking1▲ 16×2 topics
  40. Word Representation1▲ 14×1 topic

Which research topics does Preferred Networks (Japan) publish most on?

By volume in 2022–2025: Financial Markets and Investment Strategies, Stochastic processes and financial applications, Robot Manipulation and Learning and Machine Learning in Materials Science.

Financial Markets and Investment Strategies: 3 fractional worksStochastic processes and financial applications: 3 fractional worksRobot Manipulation and L…3Robot Manipulation and Learning: 3 fractional worksMachine Learning in Mate…2Machine Learning in Materials Science: 2 fractional worksSoft Robotics and Applications: 2 fractional worksNatural Language Processing Techniques: 2 fractional worksTeleoperation and Haptic…1Teleoperation and Haptic Systems: 1 fractional worksInteractive and Immersive Displays: 1 fractional worksArtificial Intelligence in Games: 1 fractional worksHand Gesture Recognition Systems: 1 fractional works
FinanceControl and Systems EngineeringMaterials ChemistryBiomedical Engineering3 others

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

  1. 1 Financial Markets and Investment Strategies Finance 3 works
  2. 2 Stochastic processes and financial applications Finance 3 works
  3. 3 Robot Manipulation and Learning Control and Systems Engineering 3 works
  4. 4 Machine Learning in Materials Science Materials Chemistry 2 works
  5. 5 Soft Robotics and Applications Biomedical Engineering 2 works
  6. 6 Natural Language Processing Techniques Artificial Intelligence 2 works
  7. 7 Teleoperation and Haptic Systems Mechanical Engineering 1 works
  8. 8 Interactive and Immersive Displays Human-Computer Interaction 1 works
  9. 9 Artificial Intelligence in Games Artificial Intelligence 1 works
  10. 10 Hand Gesture Recognition Systems Human-Computer Interaction 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 available41.5%not open58.5%

World: 28% of research is openly available.

with international co-authors18.3%domestic only81.7%

World: 19% is written across borders.

How has Preferred Networks (Japan)'s research output changed?

Output in 2018–2022 was 272% higher 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 Tokyo

All research institutions in Tokyo

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.