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Company · Huntsville · United States

PeopleTec (United States)

peopletec.comROR OpenAlex
Research works
34
▲ 151% vs 2018-21
Citations
93
2.7 per fractional work
Top-10% rate
4.2%
all institutions 10.0%
Open access
76%
world 40%
International
7%
world 18%
PeopleTec (United States)

Not ranked overall: PeopleTec (United States) is under the volume floor below which a citation excellence rate is noise. Not ranked is not the same as ranked last.

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

In 2022-now, 81% of research at PeopleTec (United States) is in Physical Sciences, 13% in Social Sciences. Its largest fields are Computer Science (32%), Engineering (24%), Physics and Astronomy (13%). It does 1.8× the world's share of Physical Sciences.

Physical Sciences: 18 fractional works · 80.9% of its workComputer Science: 7 fractional works · 32.2% of its workArtificial Intelligence: 4 fractional works · 19.5% of its workComputer Vision and Pattern Recognition: 2 fractional works · 7.5% of its workSignal Processing: 1 fractional works · 3.0% of its workInformation Systems: 0 fractional works · 1.5% of its workComputational Theory and Mathematics: 0 fractional works · 0.8% of its workEngineering: 5 fractional works · 23.8% of its workMechanics of Materials: 2 fractional works · 9.0% of its workBiomedical Engineering: 1 fractional works · 3.0% of its workMedia Technology: 1 fractional works · 3.0% of its workControl and Systems Engineering: 0 fractional works · 2.2% of its workElectrical and Electronic Engineering: 0 fractional works · 2.2% of its workCivil and Structural Engineering: 0 fractional works · 1.8% of its workMechanical Engineering: 0 fractional works · 1.1% of its workAerospace Engineering: 0 fractional works · 0.5% of its workComputational Mechanics: 0 fractional works · 0.5% of its workOcean Engineering: 0 fractional works · 0.5% of its workPhysics and Astronomy: 3 fractional works · 13.3% of its workStatistical and Nonlinear Physics: 1 fractional works · 5.3% of its workAstronomy and Astrophysics: 1 fractional works · 4.5% of its workAtomic and Molecular Physics, and Optics: 1 fractional works · 2.4% of its workCondensed Matter Physics: 0 fractional works · 1.1% of its workMaterials Science: 2 fractional works · 7.8% of its workMaterials Chemistry: 1 fractional works · 6.6% of its workElectronic, Optical and Magnetic Materials: 0 fractional works · 1.0% of its workSmaller subfields together: 0 fractional works · 0.2% of its workEnvironmental Science: 1 fractional works · 3.0% of its workEcology: 0 fractional works · 1.5% of its workEnvironmental Engineering: 0 fractional works · 1.5% of its workSmaller subfields together: 0 fractional works · 0.0% of its workMathematics: 0 fractional works · 0.8% of its workModeling and Simulation: 0 fractional works · 0.8% of its workSocial Sciences: 3 fractional works · 13.1% of its workSocial Sciences: 1 fractional works · 5.3% of its workSociology and Political Science: 1 fractional works · 3.7% of its workSafety Research: 0 fractional works · 1.5% of its workSmaller subfields together: 0 fractional works · 0.0% of its workBusiness, Management and Accounting: 1 fractional works · 4.5% of its workStrategy and Management: 1 fractional works · 4.5% of its workDecision Sciences: 1 fractional works · 3.4% of its workInformation Systems and Management: 1 fractional works · 3.0% of its workManagement Science and Operations Research: 0 fractional works · 0.4% of its workHealth Sciences: 1 fractional works · 6.0% of its workMedicine: 1 fractional works · 6.0% of its workHealth Informatics: 1 fractional works · 6.0% of its workALL ITS WORKPeopleTec (UnitedStates)22fractional works, 2022-now
Physical Sciences81%Health Sciences6%Social Sciences13%

Each ring splits the one inside it: the four domains of science, their fields, their subfields. Size is fractional works in 2022-now. 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 3 domains and 10 fields, with their numbers
    1. Computer Science732.2%
    2. Engineering523.8%
    3. Physics and Astronomy313.3%
    4. Materials Science27.8%
    5. Environmental Science13.0%
    6. Mathematics00.8%
    1. Social Sciences15.3%
    2. Business, Management and Accounting14.5%
    3. Decision Sciences13.4%
    1. Medicine16.0%
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.

Computer Science: 4.14× its world share, 7 worksComputer ScienceEngineering: 1.59× its world share, 5 worksEngineeringEnvironmental Science: 0.60× its world share, 1 worksEnvironmental ScienceMaterials Science: 2.24× its world share, 2 worksMaterials ScienceMathematics: 0.64× its world share, 0 worksMathematicsPhysics and Astronomy: 5.97× its world share, 3 worksPhysics and AstronomyMedicine: 0.31× its world share, 1 worksMedicineBusiness, Management and Accounting: 1.40× its world share, 1 worksBusiness, Management…Decision Sciences: 3.49× its world share, 1 worksDecision SciencesSocial Sciences: 0.41× its world share, 1 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Physics and Astronomy, 6.0×. Every wedge is a field page.

All 10 fields, with their numbers
  1. Physics and Astronomy5.97×3 works
  2. Computer Science4.14×7 works
  3. Decision Sciences3.49×1 works
  4. Materials Science2.24×2 works
  5. Engineering1.59×5 works
  6. Business, Management and Accounting1.40×1 works
  7. Mathematics0.64×0 works
  8. Environmental Science0.60×1 works
  9. Social Sciences0.41×1 works
  10. Medicine0.31×1 works

Who are the top researchers at PeopleTec (United States)?

Ranked on the quality score, Forrest McKee and Matthew Ciolino lead among researchers whose main affiliation is PeopleTec (United States).

  1. 1 Forrest McKee United States · #2,322,869 worldwide 55 citations · 29 works
  2. 2 Matthew Ciolino United States · #3,506,985 worldwide 36 citations · 16 works
All ranked researchers at PeopleTec (United States)

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

The most cited paper from PeopleTec (United States) is "Professional Certification Benchmark Dataset: The First 500 Jobs for Large Language Models" (David A. Noever, Matt Ciolino, 2023), with 38 citations. Next come "A benchmark of expert-level academic questions to assess AI capabilities" (23) and "Chatbots in a Botnet World" (22).

Most cited papers
#PaperReleasedCitations
1 Professional Certification Benchmark Dataset: The First 500 Jobs for Large Language Models David A. Noever, Matt Ciolino Conference paperOpen access 22 Jul 2023 38
2 A benchmark of expert-level academic questions to assess AI capabilities Long Phan et al. · Nature Open access1,101 authors 28 Jan 2026 23
3 Chatbots in a Botnet World Forrest McKee, David A. Noever · International Journal on Cybernetics & Informatics Open access 11 Mar 2023 22
4 Three orders of magnitude enhancement of second and third harmonic generation in the visible and ultraviolet ranges from plasmonic gold nanogratings S. Mukhopadhyay, L. Rodríguez-Suné, Crina M. Cojocaru et al. · APL Photonics Open access Apr 2023 11
5 LARGE LANGUAGE MODELS FOR CIPHERS David A. Noever · International Journal of Artificial Intelligence & Applications Open access 28 May 2023 10
All 52 most cited papers, with filters and sorting

Which keywords describe research at PeopleTec (United States)?

By fractional works in 2022-now, weighted toward what it does more of than the world: Machine Learning, Deep Learning, Neural Networks, Artificial Intelligence, Non-Destructive Testing, Polarization, Big Data and Classification.

▲ 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-now 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 22 words are chosen for being large and distinctive. Each links to the topic it comes from most.

All 22 words, with their numbers
  1. Machine Learning5▲ 6.8×10 topics
  2. Deep Learning4▲ 5.0×9 topics
  3. Neural Networks3▲ 8.7×4 topics
  4. Artificial Intelligence3▲ 8.4×3 topics
  5. Non-Destructive Testing2▲ 95×2 topics
  6. Big Data2▲ 7.8×2 topics
  7. Polarization2▲ 48×2 topics
  8. Classification2▲ 15×3 topics
  9. Healthcare1▲ 5.3×1 topic
  10. Machine Translation1▲ 36×1 topic
  11. Medical Imaging1▲ 11×1 topic
  12. Word Representation1▲ 48×1 topic
  13. Agent-Based Modeling1▲ 37×2 topics
  14. Global Trade1▲ 23×1 topic
  15. Guided Lamb Waves1▲ 125×1 topic
  16. Infrared Thermography1▲ 107×1 topic
  17. Online Dispute Resolution1▲ 464×1 topic
  18. Opinion Dynamics1▲ 168×1 topic
  19. Piezoelectric Impedance-Based Health Monitoring1▲ 125×1 topic
  20. Remote Sensing1▲ 3.7×2 topics
  21. Social Influence1▲ 21×1 topic
  22. Thermal Imaging1▲ 107×1 topic

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

By volume in 2022-now: Artificial Intelligence in Healthcare and Education, Topic Modeling, Thermography and Photoacoustic Techniques and Opinion Dynamics and Social Influence.

Artificial Intelligence …1Artificial Intelligence in Healthcare and Education: 1 fractional worksTopic Modeling1Topic Modeling: 1 fractional worksThermography and Photoacoustic Techniques: 1 fractional worksOpinion Dynamics and Soc…1Opinion Dynamics and Social Influence: 1 fractional worksDispute Resolution and C…1Dispute Resolution and Class Actions: 1 fractional worksUltrasonics and Acoustic Wave Propagation: 1 fractional worksScientific Computing and Data Management: 1 fractional worksRemote-Sensing Image Cla…1Remote-Sensing Image Classification: 1 fractional worksMachine Learning and Data Classification: 1 fractional worksHigh-Velocity Impact and Material Behavior: 1 fractional works
Health InformaticsArtificial IntelligenceMechanics of MaterialsStatistical and Nonlinear Physics4 others

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

  1. 1 Artificial Intelligence in Healthcare and Education Health Informatics 1 works
  2. 2 Topic Modeling Artificial Intelligence 1 works
  3. 3 Thermography and Photoacoustic Techniques Mechanics of Materials 1 works
  4. 4 Opinion Dynamics and Social Influence Statistical and Nonlinear Physics 1 works
  5. 5 Dispute Resolution and Class Actions Strategy and Management 1 works
  6. 6 Ultrasonics and Acoustic Wave Propagation Mechanics of Materials 1 works
  7. 7 Scientific Computing and Data Management Information Systems and Management 1 works
  8. 8 Remote-Sensing Image Classification Media Technology 1 works
  9. 9 Machine Learning and Data Classification Artificial Intelligence 1 works
  10. 10 High-Velocity Impact and Material Behavior Materials Chemistry 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 available75.5%not open24.5%

World: 40% of research is openly available.

with international co-authors7.3%domestic only92.7%

World: 18% is written across borders.

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

Output in 2022-2025 was 151% higher than in 2018-2021.

still counting201520202025
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 PeopleTec (United States) as a percentage of every work published that year, 0.000076% in 2024.

still counting0.00010%0.00020%0.00030%PeopleTec (United States)0.000027% in 20252020

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

Other research institutions in Huntsville

All research institutions in Huntsville

Research measures only: rankings here say nothing about teaching, admissions or student experience. Comparable institutions and collaboration partners have tabs of their own, above.

Discussion

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