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Company · Chattanooga · United States

Accurate Automation (United States)

accurate-automation.com/content/HomeROR OpenAlex
World rank, all time
#29,978
of 34,923
Rank in United States
#6,316
of 7,310
Research works
131
▼ 36% vs 2018-21
Citations
2.3k
17.9 per fractional work
Top-10% rate
9.5%
all institutions 10.0%
vs its own fields
0.98×
1.00× is exactly expected
Open access
12%
world 40%
International
38%
world 18%
Accurate Automation (United States)

Which fields of science does Accurate Automation (United States) work in?

In all years, 48% of research at Accurate Automation (United States) is in Health Sciences, 38% in Physical Sciences. Its largest fields are Medicine (44%), Engineering (22%), Computer Science (11%). It does 2.0× the world's share of Health Sciences.

Health Sciences: 63 fractional works · 48.3% of its workMedicine: 57 fractional works · 43.8% of its workSurgery: 10 fractional works · 7.7% of its workEpidemiology: 9 fractional works · 6.7% of its workPulmonary and Respiratory Medicine: 4 fractional works · 3.2% of its workCardiology and Cardiovascular Medicine: 3 fractional works · 2.3% of its workInfectious Diseases: 3 fractional works · 2.2% of its workEmergency Medicine: 3 fractional works · 2.1% of its workPediatrics, Perinatology and Child Health: 2 fractional works · 1.8% of its workNeurology: 2 fractional works · 1.8% of its workOncology: 2 fractional works · 1.4% of its workPathology and Forensic Medicine: 2 fractional works · 1.3% of its workPublic Health, Environmental and Occupational Health: 2 fractional works · 1.3% of its workPharmacology: 2 fractional works · 1.2% of its workAnesthesiology and Pain Medicine: 1 fractional works · 1.1% of its workOtorhinolaryngology: 1 fractional works · 1.0% of its workCritical Care and Intensive Care Medicine: 1 fractional works · 1.0% of its workPhysiology: 1 fractional works · 0.8% of its workDermatology: 1 fractional works · 0.8% of its workEndocrinology, Diabetes and Metabolism: 1 fractional works · 0.7% of its workHepatology: 1 fractional works · 0.7% of its workOphthalmology: 1 fractional works · 0.7% of its workRheumatology: 1 fractional works · 0.6% of its workComplementary and alternative medicine: 1 fractional works · 0.6% of its workPsychiatry and Mental health: 1 fractional works · 0.5% of its workRehabilitation: 1 fractional works · 0.5% of its workHematology: 1 fractional works · 0.4% of its workRadiology, Nuclear Medicine and Imaging: 1 fractional works · 0.4% of its workOrthopedics and Sports Medicine: 0 fractional works · 0.3% of its workSmaller subfields together: 1 fractional works · 0.8% of its workHealth Professions: 4 fractional works · 2.9% of its workGeneral Health Professions: 2 fractional works · 1.7% of its workSpeech and Hearing: 0 fractional works · 0.4% of its workEmergency Medical Services: 0 fractional works · 0.4% of its workSmaller subfields together: 1 fractional works · 0.4% of its workNursing: 1 fractional works · 0.7% of its workIssues, ethics and legal aspects: 1 fractional works · 0.6% of its workSmaller subfields together: 0 fractional works · 0.1% of its workDentistry: 1 fractional works · 0.7% of its workOral Surgery: 1 fractional works · 0.5% of its workSmaller subfields together: 0 fractional works · 0.2% of its workVeterinary: 0 fractional works · 0.2% of its workSmall Animals: 0 fractional works · 0.2% of its workPhysical Sciences: 50 fractional works · 38.4% of its workEngineering: 29 fractional works · 22.1% of its workControl and Systems Engineering: 15 fractional works · 11.2% of its workAerospace Engineering: 4 fractional works · 3.4% of its workElectrical and Electronic Engineering: 3 fractional works · 2.5% of its workMechanical Engineering: 3 fractional works · 2.0% of its workComputational Mechanics: 1 fractional works · 0.6% of its workAutomotive Engineering: 1 fractional works · 0.6% of its workCivil and Structural Engineering: 1 fractional works · 0.6% of its workBiomedical Engineering: 1 fractional works · 0.5% of its workOcean Engineering: 0 fractional works · 0.3% of its workSmaller subfields together: 1 fractional works · 0.4% of its workComputer Science: 15 fractional works · 11.1% of its workArtificial Intelligence: 8 fractional works · 6.1% of its workComputational Theory and Mathematics: 2 fractional works · 1.9% of its workHardware and Architecture: 2 fractional works · 1.7% of its workComputer Vision and Pattern Recognition: 1 fractional works · 0.5% of its workComputer Networks and Communications: 1 fractional works · 0.4% of its workInformation Systems: 0 fractional works · 0.4% of its workSmaller subfields together: 0 fractional works · 0.2% of its workPhysics and Astronomy: 3 fractional works · 2.0% of its workAtomic and Molecular Physics, and Optics: 1 fractional works · 0.7% of its workAstronomy and Astrophysics: 1 fractional works · 0.5% of its workStatistical and Nonlinear Physics: 0 fractional works · 0.3% of its workNuclear and High Energy Physics: 0 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.1% of its workMaterials Science: 1 fractional works · 1.1% of its workCeramics and Composites: 0 fractional works · 0.3% of its workMaterials Chemistry: 0 fractional works · 0.3% of its workGeneral Materials Science: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.2% of its workEnergy: 1 fractional works · 0.7% of its workEnergy Engineering and Power Technology: 1 fractional works · 0.5% of its workSmaller subfields together: 0 fractional works · 0.1% of its workEnvironmental Science: 1 fractional works · 0.5% of its workEarth and Planetary Sciences: 1 fractional works · 0.4% of its workGeophysics: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.1% of its workMathematics: 0 fractional works · 0.3% of its workApplied Mathematics: 0 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.1% of its workChemical Engineering: 0 fractional works · 0.1% of its workChemistry: 0 fractional works · 0.1% of its workLife Sciences: 9 fractional works · 7.1% of its workBiochemistry, Genetics and Molecular Biology: 4 fractional works · 2.7% of its workMolecular Biology: 1 fractional works · 0.8% of its workGenetics: 1 fractional works · 0.6% of its workCell Biology: 1 fractional works · 0.4% of its workEndocrinology: 0 fractional works · 0.3% of its workSmaller subfields together: 1 fractional works · 0.5% of its workImmunology and Microbiology: 3 fractional works · 2.0% of its workMicrobiology: 1 fractional works · 1.0% of its workImmunology: 1 fractional works · 0.4% of its workVirology: 1 fractional works · 0.4% of its workSmaller subfields together: 0 fractional works · 0.2% of its workNeuroscience: 2 fractional works · 1.7% of its workCognitive Neuroscience: 1 fractional works · 0.6% of its workNeurology: 1 fractional works · 0.5% of its workDevelopmental Neuroscience: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.4% of its workAgricultural and Biological Sciences: 1 fractional works · 0.4% of its workPharmacology, Toxicology and Pharmaceutics: 0 fractional works · 0.2% of its workSocial Sciences: 8 fractional works · 6.2% of its workSocial Sciences: 3 fractional works · 2.1% of its workSociology and Political Science: 1 fractional works · 0.6% of its workHealth: 1 fractional works · 0.4% of its workGender Studies: 0 fractional works · 0.4% of its workEducation: 0 fractional works · 0.3% of its workPolitical Science and International Relations: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.2% of its workPsychology: 1 fractional works · 1.1% of its workSocial Psychology: 1 fractional works · 0.8% of its workClinical Psychology: 0 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.1% of its workDecision Sciences: 1 fractional works · 1.1% of its workManagement Science and Operations Research: 1 fractional works · 0.9% of its workSmaller subfields together: 0 fractional works · 0.2% of its workArts and Humanities: 1 fractional works · 1.0% of its workHistory: 1 fractional works · 0.5% of its workLiterature and Literary Theory: 0 fractional works · 0.3% of its workPhilosophy: 0 fractional works · 0.3% of its workEconomics, Econometrics and Finance: 1 fractional works · 0.8% of its workGeneral Economics, Econometrics and Finance: 0 fractional works · 0.4% of its workEconomics and Econometrics: 0 fractional works · 0.4% of its workBusiness, Management and Accounting: 0 fractional works · 0.1% of its workALL ITS WORKAccurateAutomation…131fractional works, all years
Life Sciences7%Physical Sciences38%Health Sciences48%Social Sciences6%

Each ring splits the one inside it: the four domains of science, their fields, their subfields. Size is fractional works in all years. 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 4 domains and 26 fields, with their numbers
    1. Medicine5743.8%
    2. Health Professions42.9%
    3. Nursing10.7%
    4. Dentistry10.7%
    5. Veterinary00.2%
    1. Engineering2922.1%
    2. Computer Science1511.1%
    3. Physics and Astronomy32.0%
    4. Materials Science11.1%
    5. Energy10.7%
    6. Environmental Science10.5%
    7. Earth and Planetary Sciences10.4%
    8. Mathematics00.3%
    9. Chemical Engineering00.1%
    10. Chemistry00.1%
    1. Biochemistry, Genetics and Molecular Biology42.7%
    2. Immunology and Microbiology32.0%
    3. Neuroscience21.7%
    4. Agricultural and Biological Sciences10.4%
    5. Pharmacology, Toxicology and Pharmaceutics00.2%
    1. Social Sciences32.1%
    2. Psychology11.1%
    3. Decision Sciences11.1%
    4. Arts and Humanities11.0%
    5. Economics, Econometrics and Finance10.8%
    6. Business, Management and Accounting00.1%
All of science, and how each field's share has moved since 1950: the Science domain explorer

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: 1.07× its world share, 0 worksBiochemistry, Geneti…Neuroscience: 1.95× its world share, 0 worksNeuroscienceChemical Engineering: 7.53× its world share, 0 worksChemical EngineeringChemistry: 1.44× its world share, 0 worksChemistryComputer Science: 0.87× its world share, 0 worksComputer ScienceEarth and Planetary Sciences: 1.44× its world share, 0 worksEarth and Planetary …Energy: 2.86× its world share, 0 worksEnergyEngineering: 0.15× its world share, 0 worksEngineeringEnvironmental Science: 0.45× its world share, 0 worksEnvironmental ScienceMaterials Science: 1.06× its world share, 0 worksMaterials ScienceMathematics: 1.92× its world share, 0 worksMathematicsPhysics and Astronomy: 0.51× its world share, 0 worksPhysics and AstronomyDentistry: 6.98× its world share, 0 worksDentistryHealth Professions: 1.28× its world share, 0 worksHealth ProfessionsMedicine: 2.71× its world share, 4 worksMedicineNursing: 2.30× its world share, 0 worksNursingPsychology: 0.25× its world share, 0 worksPsychologySocial Sciences: 0.18× its world share, 0 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Chemical Engineering, 7.5×. Every wedge is a field page.

All 18 fields, with their numbers
  1. Chemical Engineering7.53×0 works
  2. Dentistry6.98×0 works
  3. Energy2.86×0 works
  4. Medicine2.71×4 works
  5. Nursing2.30×0 works
  6. Neuroscience1.95×0 works
  7. Mathematics1.92×0 works
  8. Chemistry1.44×0 works
  9. Earth and Planetary Sciences1.44×0 works
  10. Health Professions1.28×0 works
  11. Biochemistry, Genetics and Molecular Biology1.07×0 works
  12. Materials Science1.06×0 works
  13. Computer Science0.87×0 works
  14. Physics and Astronomy0.51×0 works
  15. Environmental Science0.45×0 works
  16. Psychology0.25×0 works
  17. Social Sciences0.18×0 works
  18. Engineering0.15×0 works

Who are the top researchers at Accurate Automation (United States)?

Ranked on the quality score, Chadwick J. Cox, Karl Mathia and Robert M. Pap lead among researchers whose main affiliation is Accurate Automation (United States).

  1. 1 Chadwick J. Cox United States · #3,785,715 worldwide 1k citations · 35 works
  2. 2 Karl Mathia United States · #4,240,963 worldwide 174 citations · 34 works
  3. 3 Robert M. Pap United States · #4,812,415 worldwide 412 citations · 30 works
All ranked researchers at Accurate Automation (United States)

What are the most cited papers from Accurate Automation (United States)?

The most cited paper from Accurate Automation (United States) is "Adaptive dynamic programming" (J. Murray, Chadwick J. Cox, G.G. Lendaris et al., 2002), with 683 citations. Next come "Adaptive control of a hybrid electric vehicle" (62) and "Linear Hopfield networks and constrained optimization" (50).

Most cited papers
#PaperReleasedCitations
1 Adaptive dynamic programming J. Murray, Chadwick J. Cox, G.G. Lendaris et al. · IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews) May 2002 683
2 Adaptive control of a hybrid electric vehicle Richard E. Saeks, Chadwick J. Cox, James C. Neidhoefer et al. · IEEE Transactions on Intelligent Transportation Systems Dec 2002 62
3 Linear Hopfield networks and constrained optimization G.G. Lendaris, Karl Mathia, Richard E. Saeks · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) 1999 50
4 On the design of a neural network autolander Chadwick J. Cox, Slawomir W. Stepniewski, C.C. Jorgensen et al. · International Journal of Robust and Nonlinear Control 15 Dec 1999 45
5 Single effective neuron: dendritic coupling effects and stochastic resonance Adi R. Bulsara, Alianna J. Maren, Gabor Schmera · Biological Cybernetics Dec 1993 35
All 71 most cited papers, with filters and sorting

Which keywords describe research at Accurate Automation (United States)?

By fractional works in all years, weighted toward what it does more of than the world: Neural Networks, Nonlinear Systems, Epidemiology, Deep Learning, Backpropagation Learning, Self-Organizing Maps, Feedback Control and Neural Network.

▲ 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. Epidemiology14▲ 2.8×59 topics
  2. Neural Networks11▲ 7.8×7 topics
  3. Deep Learning10▲ 3.7×13 topics
  4. Nonlinear Systems10▲ 34×5 topics
  5. Backpropagation Learning6▲ 48×1 topic
  6. Self-Organizing Maps6▲ 48×1 topic
  7. Feedback Control5▲ 19×3 topics
  8. Machine Learning5▲ 1.84×10 topics
  9. Adaptive Control4▲ 24×2 topics
  10. Neural Network4▲ 12×3 topics
  11. Robotic Manipulators4▲ 38×2 topics
  12. Treatment4▲ 2.6×15 topics
  13. Disturbance Observer4▲ 68×1 topic
  14. Sliding Mode Control4▲ 48×1 topic
  15. Diagnosis4▲ 2.9×16 topics
  16. Optimization4▲ 5.0×3 topics
  17. Reinforcement Learning3▲ 33×2 topics
  18. Robust Control3▲ 26×2 topics
  19. Stability Analysis3▲ 12×2 topics
  20. Complications3▲ 4.8×11 topics
  21. Model Predictive Control3▲ 11×3 topics
  22. Pathogenesis3▲ 4.2×13 topics
  23. Antiretroviral Therapy3▲ 9.4×6 topics
  24. Vaccine3▲ 5.4×8 topics
  25. Fault Detection3▲ 18×1 topic
  26. Nonlinear MPC3▲ 34×1 topic
  27. Pain Management3▲ 9.4×6 topics
  28. Process Monitoring3▲ 21×1 topic
  29. Real-time Optimization3▲ 30×1 topic
  30. Mortality2▲ 3.8×5 topics
  31. Surgical Management2▲ 4.3×7 topics
  32. Antimicrobial Resistance2▲ 7.2×5 topics
  33. Sepsis2▲ 11×3 topics
  34. Detection2▲ 6.2×4 topics
  35. Resuscitation2▲ 13×4 topics
  36. Optimal Control2▲ 22×2 topics
  37. Quality Improvement2▲ 7.5×4 topics
  38. Adaptive Dynamic Programming2▲ 197×1 topic
  39. Continuous-Time Systems2▲ 197×1 topic
  40. Parameter Estimation2▲ 11×2 topics

Which research topics does Accurate Automation (United States) publish most on?

By volume in 2022-now: Ophthalmology and Eye Disorders, Cerebral Venous Sinus Thrombosis, Health Sciences Research and Education and Pituitary Gland Disorders and Treatments.

Ophthalmology and Eye Di…0Ophthalmology and Eye Disorders: 0 fractional worksCerebral Venous Sinus Th…0Cerebral Venous Sinus Thrombosis: 0 fractional worksHealth Sciences Research and Education: 0 fractional worksPituitary Gland Disorders and Treatments: 0 fractional worksFacial Rejuvenation and Surgery Techniques: 0 fractional worksOral and Maxillofacial Pathology: 0 fractional worksFacial Nerve Paralysis T…0Facial Nerve Paralysis Treatment and Research: 0 fractional worksCardiac, Anesthesia and Surgical Outcomes: 0 fractional worksAnesthesia and Neurotoxicity Research: 0 fractional worksEmbedded Systems Design Techniques: 0 fractional works
Pathology and Forensic MedicineNeurologyGeneral Health ProfessionsEndocrinology, Diabetes and Metabolism5 others

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

  1. 1 Ophthalmology and Eye Disorders Pathology and Forensic Medicine 0 works
  2. 2 Cerebral Venous Sinus Thrombosis Neurology 0 works
  3. 3 Health Sciences Research and Education General Health Professions 0 works
  4. 4 Pituitary Gland Disorders and Treatments Endocrinology, Diabetes and Metabolism 0 works
  5. 5 Facial Rejuvenation and Surgery Techniques Dermatology 0 works
  6. 6 Oral and Maxillofacial Pathology Oral Surgery 0 works
  7. 7 Facial Nerve Paralysis Treatment and Research Neurology 0 works
  8. 8 Cardiac, Anesthesia and Surgical Outcomes Cardiology and Cardiovascular Medicine 0 works
  9. 9 Anesthesia and Neurotoxicity Research Developmental Neuroscience 0 works
  10. 10 Embedded Systems Design Techniques Hardware and Architecture 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 available11.9%not open88.1%

World: 40% of research is openly available.

with international co-authors37.6%domestic only62.4%

World: 18% is written across borders.

How has Accurate Automation (United States)'s research output changed?

Output in 2022-2025 was 36% lower than in 2018-2021.

still counting1990200020102020
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 Accurate Automation (United States) as a percentage of every work published that year, 0.0000056% in 2024.

still counting0.00050%0.0010%0.0015%Accurate Automation (United States)0.000013% in 20251990200020102020

Fractional works of Accurate Automation (United States) over all fractional works that year. How the balance of science has shifted.

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