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Company · Bridgewater · United States

Optimal Solutions (United States)

In research, Optimal Solutions (United States) stands highest in Physical Sciences (#12,738 of 12,888 worldwide), 2022–2025.

osiopt.comROR OpenAlex
World rank, 2022–2025
#18,683
of 28,054 · #18,669 all time
Rank in United States
#2,712
of 4,192
Research works
631
▼ 11% vs 2013–17
Citations
10k
16.2 per fractional work
Top-10% rate
8.4%
record average 16.5%
Open access
38%
world 28%

What is Optimal Solutions (United States) known for in research?

The fields where it stands highest, 2022–2025, ranked among every institution above the floor in each field.

FieldWorld rankWhere that sitsTop-10% rateWorksAll time
Physical SciencesDomain #12,738 of 12,888 6.4%67 #11893

Each strip is that field’s whole ranked pool, with the notch where Optimal Solutions (United States) 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: 0.94× its world share, 7 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.58× its world share, 5 worksBiochemistry, Geneti…Immunology and Microbiology: 0.46× its world share, 1 worksImmunology and Micro…Neuroscience: 1.73× its world share, 4 worksNeuroscienceChemical Engineering: 0.19× its world share, 0 worksChemical EngineeringChemistry: 0.17× its world share, 0 worksChemistryComputer Science: 2.42× its world share, 28 worksComputer ScienceEarth and Planetary Sciences: 0.32× its world share, 1 worksEarth and Planetary …Energy: 0.52× its world share, 1 worksEnergyEngineering: 1.32× its world share, 30 worksEngineeringEnvironmental Science: 0.48× its world share, 4 worksEnvironmental ScienceMaterials Science: 0.42× its world share, 2 worksMaterials ScienceMathematics: 0.84× its world share, 2 worksMathematicsPhysics and Astronomy: 0.18× its world share, 1 worksPhysics and AstronomyDentistry: 0.69× its world share, 0 worksDentistryHealth Professions: 1.47× its world share, 6 worksHealth ProfessionsMedicine: 0.92× its world share, 26 worksMedicineNursing: 0.06× its world share, 0 worksNursingVeterinary: 1.24× its world share, 0 worksVeterinaryArts and Humanities: 0.74× its world share, 3 worksArts and HumanitiesBusiness, Management and Accounting: 1.22× its world share, 6 worksBusiness, Management…Decision Sciences: 2.26× its world share, 3 worksDecision SciencesEconomics, Econometrics and Finance: 1.34× its world share, 4 worksEconomics, Econometr…Psychology: 0.92× its world share, 4 worksPsychologySocial Sciences: 0.62× its world share, 12 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Computer Science, 2.4×. Every wedge is a field page.

Who are the top researchers at Optimal Solutions (United States)?

Ranked on the composite score, David Wilkinson and Mark P. Rayson lead among researchers whose main affiliation is Optimal Solutions (United States).

  1. 1 David Wilkinson United States · #543,402 worldwide 123 citations · 74 works
  2. 2 Mark P. Rayson United States · #764,939 worldwide 33 citations · 26 works
All ranked researchers at Optimal Solutions (United States)

Which keywords describe research at Optimal Solutions (United States)?

By fractional works in 2022–2025, weighted toward what it does more of than the world: Deep Learning, Machine Learning, Healthcare, Security, Internet of Things, IoT, Wireless Sensor Networks and IoT Security.

▲ 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 Learning17▲ 3.4×41 topics
  2. Machine Learning13▲ 2.8×30 topics
  3. Healthcare6▲ 3.9×9 topics
  4. Epidemiology6◆ 1.10×35 topics
  5. Internet of Things5▲ 4.1×13 topics
  6. Security5▲ 5.1×11 topics
  7. Convolutional Neural Networks4▲ 3.9×10 topics
  8. Wireless Sensor Networks4▲ 6.0×9 topics
  9. IoT4▲ 6.9×7 topics
  10. Supply Chain Management4▲ 2.8×8 topics
  11. Energy Efficiency4▲ 2.5×13 topics
  12. Neural Networks4▲ 1.57×12 topics
  13. Data Mining4▲ 3.2×6 topics
  14. Renewable Energy4▲ 1.65×17 topics
  15. COVID-193▲ 1.67×9 topics
  16. IoT Security3▲ 7.2×3 topics
  17. Image Processing3▲ 4.8×6 topics
  18. Privacy3▲ 6.6×4 topics
  19. Smart Farming3▲ 17×2 topics
  20. Feature Extraction3▲ 4.1×7 topics
  21. Community Empowerment3▲ 2.4×4 topics
  22. Big Data Analytics2▲ 7.3×3 topics
  23. Environmental Monitoring2▲ 4.0×3 topics
  24. Cloud Computing2▲ 5.4×6 topics
  25. Non-Communicable Diseases2▲ 5.0×3 topics
  26. Student Engagement2▲ 3.8×4 topics
  27. Internet of Things (IoT)2▲ 13×1 topic
  28. Plant Disease Detection2▲ 14×1 topic
  29. Authentication2▲ 8.6×3 topics
  30. Resource Allocation2▲ 7.5×6 topics
  31. 5G Networks2▲ 5.9×3 topics
  32. Security Analysis2▲ 6.8×2 topics
  33. Stunting2▲ 5.8×1 topic
  34. Intrusion Detection2▲ 7.7×2 topics
  35. RFID Technology2▲ 6.3×2 topics
  36. Marketing Strategy2▲ 10.0×4 topics
  37. Real-Time Monitoring2▲ 14×2 topics
  38. Accident Detection2▲ 54×1 topic
  39. Cryptanalysis2▲ 12×2 topics
  40. Smart Vehicle Safety2▲ 54×1 topic

Which research topics does Optimal Solutions (United States) publish most on?

By volume in 2022–2025: Smart Agriculture and AI, Public Health and Nutrition, IoT and GPS-based Vehicle Safety Systems and Network Security and Intrusion Detection.

Smart Agriculture and AI2Smart Agriculture and AI: 2 fractional worksPublic Health and Nutrit…2Public Health and Nutrition: 2 fractional worksIoT and GPS-based Vehicl…2IoT and GPS-based Vehicle Safety Systems: 2 fractional worksNetwork Security and Int…1Network Security and Intrusion Detection: 1 fractional worksIoT and Edge/Fog Computing: 1 fractional worksArtificial Intelligence in Healthcare: 1 fractional worksChaos-based Image/Signal…1Chaos-based Image/Signal Encryption: 1 fractional worksCOVID-19 and healthcare impacts: 1 fractional worksInnovations in Aquaponics and Hydroponics Systems: 1 fractional worksOptimization and Search …1Optimization and Search Problems: 1 fractional works
Plant SciencePediatrics, Perinatology and Child HealthMechanical EngineeringComputer Networks and Communications4 others

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

  1. 1 Smart Agriculture and AI Plant Science 2 works
  2. 2 Public Health and Nutrition Pediatrics, Perinatology and Child Health 2 works
  3. 3 IoT and GPS-based Vehicle Safety Systems Mechanical Engineering 2 works
  4. 4 Network Security and Intrusion Detection Computer Networks and Communications 1 works
  5. 5 IoT and Edge/Fog Computing Computer Networks and Communications 1 works
  6. 6 Artificial Intelligence in Healthcare Health Information Management 1 works
  7. 7 Chaos-based Image/Signal Encryption Computer Vision and Pattern Recognition 1 works
  8. 8 COVID-19 and healthcare impacts Oncology 1 works
  9. 9 Innovations in Aquaponics and Hydroponics Systems Aquatic Science 1 works
  10. 10 Optimization and Search Problems Computer Networks and Communications 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 available37.8%not open62.2%

World: 28% of research is openly available.

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

World: 19% is written across borders.

How has Optimal Solutions (United States)'s research output changed?

Output in 2018–2022 was 11% 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 Bridgewater

All research institutions in Bridgewater

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.