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Company · Cambridge · United Kingdom

CMCL Innovations (United Kingdom)

cmclinnovations.comROR OpenAlex
Research works
74
▲ 17% vs 2018-21
Citations
622
8.4 per fractional work
Top-10% rate
43.1%
all institutions 10.0%
Open access
33%
world 40%
International
46%
world 18%
CMCL Innovations (United Kingdom)

Not ranked overall: CMCL Innovations (United Kingdom) 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 CMCL Innovations (United Kingdom) work in?

In all years, 74% of research at CMCL Innovations (United Kingdom) is in Physical Sciences, 15% in Social Sciences. Its largest fields are Computer Science (36%), Engineering (27%), Biochemistry, Genetics and Molecular Biology (9%). It does 1.8× the world's share of Physical Sciences.

Physical Sciences: 55 fractional works · 74.2% of its workComputer Science: 26 fractional works · 35.6% of its workArtificial Intelligence: 16 fractional works · 21.4% of its workComputer Networks and Communications: 7 fractional works · 8.9% of its workInformation Systems: 1 fractional works · 1.9% of its workComputational Theory and Mathematics: 1 fractional works · 1.4% of its workComputer Vision and Pattern Recognition: 1 fractional works · 1.0% of its workSignal Processing: 0 fractional works · 0.3% of its workComputer Science Applications: 0 fractional works · 0.2% of its workHardware and Architecture: 0 fractional works · 0.2% of its workSoftware: 0 fractional works · 0.2% of its workEngineering: 20 fractional works · 27.4% of its workElectrical and Electronic Engineering: 4 fractional works · 5.3% of its workIndustrial and Manufacturing Engineering: 3 fractional works · 4.2% of its workControl and Systems Engineering: 3 fractional works · 4.1% of its workBiomedical Engineering: 2 fractional works · 3.1% of its workAutomotive Engineering: 2 fractional works · 2.9% of its workComputational Mechanics: 2 fractional works · 2.7% of its workMechanical Engineering: 1 fractional works · 1.6% of its workMedia Technology: 1 fractional works · 1.2% of its workAerospace Engineering: 0 fractional works · 0.7% of its workBuilding and Construction: 0 fractional works · 0.7% of its workOcean Engineering: 0 fractional works · 0.6% of its workMechanics of Materials: 0 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.1% of its workChemical Engineering: 2 fractional works · 3.4% of its workFluid Flow and Transfer Processes: 2 fractional works · 2.9% of its workCatalysis: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.1% of its workMaterials Science: 2 fractional works · 3.0% of its workMaterials Chemistry: 2 fractional works · 2.8% of its workSmaller subfields together: 0 fractional works · 0.2% of its workEnvironmental Science: 1 fractional works · 1.4% of its workGlobal and Planetary Change: 1 fractional works · 0.8% of its workHealth, Toxicology and Mutagenesis: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.3% of its workPhysics and Astronomy: 1 fractional works · 1.3% of its workStatistical and Nonlinear Physics: 1 fractional works · 1.1% of its workCondensed Matter Physics: 0 fractional works · 0.2% of its workEnergy: 1 fractional works · 1.0% of its workRenewable Energy, Sustainability and the Environment: 1 fractional works · 0.9% of its workSmaller subfields together: 0 fractional works · 0.1% of its workChemistry: 0 fractional works · 0.6% of its workOrganic Chemistry: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.3% of its workMathematics: 0 fractional works · 0.3% of its workStatistics and Probability: 0 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.1% of its workEarth and Planetary Sciences: 0 fractional works · 0.2% of its workSocial Sciences: 11 fractional works · 14.9% of its workDecision Sciences: 5 fractional works · 6.9% of its workManagement Science and Operations Research: 4 fractional works · 5.6% of its workInformation Systems and Management: 1 fractional works · 0.8% of its workStatistics, Probability and Uncertainty: 0 fractional works · 0.6% of its workSocial Sciences: 3 fractional works · 4.3% of its workEducation: 1 fractional works · 1.8% of its workSociology and Political Science: 1 fractional works · 1.1% of its workDemography: 0 fractional works · 0.7% of its workGeography, Planning and Development: 0 fractional works · 0.4% of its workSafety Research: 0 fractional works · 0.3% of its workPsychology: 1 fractional works · 1.9% of its workSocial Psychology: 1 fractional works · 1.9% of its workBusiness, Management and Accounting: 1 fractional works · 0.8% of its workManagement Information Systems: 1 fractional works · 0.8% of its workArts and Humanities: 0 fractional works · 0.7% of its workHistory and Philosophy of Science: 0 fractional works · 0.7% of its workEconomics, Econometrics and Finance: 0 fractional works · 0.2% of its workEconomics and Econometrics: 0 fractional works · 0.2% of its workLife Sciences: 7 fractional works · 9.3% of its workBiochemistry, Genetics and Molecular Biology: 7 fractional works · 8.9% of its workMolecular Biology: 6 fractional works · 8.6% of its workGenetics: 0 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.1% of its workAgricultural and Biological Sciences: 0 fractional works · 0.3% of its workEcology, Evolution, Behavior and Systematics: 0 fractional works · 0.3% of its workPharmacology, Toxicology and Pharmaceutics: 0 fractional works · 0.1% of its workHealth Sciences: 1 fractional works · 1.6% of its workMedicine: 1 fractional works · 1.6% of its workReproductive Medicine: 0 fractional works · 0.4% of its workHealth Informatics: 0 fractional works · 0.2% of its workPhysiology: 0 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.7% of its workALL ITS WORKCMCL Innovations(United Kingdom)74fractional works, all years
Life Sciences9%Physical Sciences74%Health Sciences2%Social Sciences15%

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 20 fields, with their numbers
    1. Computer Science2635.6%
    2. Engineering2027.4%
    3. Chemical Engineering23.4%
    4. Materials Science23.0%
    5. Environmental Science11.4%
    6. Physics and Astronomy11.3%
    7. Energy11.0%
    8. Chemistry00.6%
    9. Mathematics00.3%
    10. Earth and Planetary Sciences00.2%
    1. Decision Sciences56.9%
    2. Social Sciences34.3%
    3. Psychology11.9%
    4. Business, Management and Accounting10.8%
    5. Arts and Humanities00.7%
    6. Economics, Econometrics and Finance00.2%
    1. Biochemistry, Genetics and Molecular Biology78.9%
    2. Agricultural and Biological Sciences00.3%
    3. Pharmacology, Toxicology and Pharmaceutics00.1%
    1. Medicine11.6%
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: 0.59× its world share, 0 worksBiochemistry, Geneti…Chemical Engineering: 3.29× its world share, 0 worksChemical EngineeringChemistry: 1.13× its world share, 0 worksChemistryComputer Science: 3.62× its world share, 2 worksComputer ScienceEarth and Planetary Sciences: 0.63× its world share, 0 worksEarth and Planetary …Energy: 2.14× its world share, 0 worksEnergyEngineering: 2.38× its world share, 3 worksEngineeringEnvironmental Science: 0.95× its world share, 0 worksEnvironmental ScienceMaterials Science: 1.87× its world share, 1 worksMaterials SciencePhysics and Astronomy: 0.89× its world share, 0 worksPhysics and AstronomyBusiness, Management and Accounting: 0.42× its world share, 0 worksBusiness, Management…Decision Sciences: 7.31× its world share, 1 worksDecision SciencesEconomics, Econometrics and Finance: 0.55× its world share, 0 worksEconomics, Econometr…Psychology: 0.32× its world share, 0 worksPsychologySocial Sciences: 0.26× its world share, 0 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Decision Sciences, 7.3×. Every wedge is a field page.

All 15 fields, with their numbers
  1. Decision Sciences7.31×1 works
  2. Computer Science3.62×2 works
  3. Chemical Engineering3.29×0 works
  4. Engineering2.38×3 works
  5. Energy2.14×0 works
  6. Materials Science1.87×1 works
  7. Chemistry1.13×0 works
  8. Environmental Science0.95×0 works
  9. Physics and Astronomy0.89×0 works
  10. Earth and Planetary Sciences0.63×0 works
  11. Biochemistry, Genetics and Molecular Biology0.59×0 works
  12. Economics, Econometrics and Finance0.55×0 works
  13. Business, Management and Accounting0.42×0 works
  14. Psychology0.32×0 works
  15. Social Sciences0.26×0 works

What are the most cited papers from CMCL Innovations (United Kingdom)?

The most cited paper from CMCL Innovations (United Kingdom) is "Universal Digital Twin - A Dynamic Knowledge Graph" (Jethro Akroyd, Sebastian Mosbach, Amit Bhave et al., 2021), with 160 citations. Next come "Screening and techno-economic assessment of biomass-based power generation with CCS technologies to meet 2050 CO2 targets" (154) and "The future viability of algae-derived biodiesel under economic and technical uncertainties" (100).

Most cited papers
#PaperReleasedCitations
1 Universal Digital Twin - A Dynamic Knowledge Graph Jethro Akroyd, Sebastian Mosbach, Amit Bhave et al. · Data-Centric Engineering Open access 2021 160
2 Screening and techno-economic assessment of biomass-based power generation with CCS technologies to meet 2050 CO2 targets Amit Bhave, Richard H.S. Taylor, Paul S. Fennell et al. · Applied Energy Open access 7 Jan 2017 154
3 The future viability of algae-derived biodiesel under economic and technical uncertainties George Brownbridge, Pooya Azadi, Andrew John Smallbone et al. · Bioresource Technology Open access 25 Oct 2013 100
4 The carbon footprint and non-renewable energy demand of algae-derived biodiesel Pooya Azadi, George Brownbridge, Sebastian Mosbach et al. · Applied Energy Open access 10 Oct 2013 94
5 A dynamic knowledge graph approach to distributed self-driving laboratories Jiaru Bai, Sebastian Mosbach, Connor J. Taylor et al. · Nature Communications Open access 23 Jan 2024 92
All 60 most cited papers, with filters and sorting

Which keywords describe research at CMCL Innovations (United Kingdom)?

By fractional works in all years, weighted toward what it does more of than the world: Neural Networks, Multi-Agent Systems, Reinforcement Learning, Machine Learning, Deep Learning, Robotics, Autonomous Control and Policy Gradient.

▲ 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. Neural Networks8▲ 11×9 topics
  2. Machine Learning8▲ 4.8×19 topics
  3. Deep Learning7▲ 4.7×13 topics
  4. Multi-Agent Systems6▲ 45×3 topics
  5. Reinforcement Learning6▲ 108×3 topics
  6. Robotics6▲ 35×2 topics
  7. Autonomous Control6▲ 396×1 topic
  8. Policy Gradient6▲ 396×1 topic
  9. Online Learning4▲ 12×4 topics
  10. Chemical Kinetics4▲ 44×2 topics
  11. Bioinformatics3▲ 38×4 topics
  12. Emissions3▲ 22×3 topics
  13. Feature Selection3▲ 24×3 topics
  14. Biofuels3▲ 38×2 topics
  15. Energy Efficiency3▲ 4.4×9 topics
  16. Genetic Algorithm2▲ 18×3 topics
  17. Big Data2▲ 5.6×10 topics
  18. Combustion2▲ 44×1 topic
  19. Soot Formation2▲ 62×1 topic
  20. Classification2▲ 7.9×2 topics
  21. Data Mining2▲ 6.1×5 topics
  22. Scheduling2▲ 35×2 topics
  23. Evolutionary Algorithms2▲ 24×3 topics
  24. Semantic Web2▲ 19×3 topics
  25. Bayesian Networks2▲ 31×2 topics
  26. Data Integration2▲ 10×3 topics
  27. Multiobjective Optimization2▲ 44×2 topics
  28. Bayesian Optimization2▲ 38×2 topics
  29. Flexible Job-shop2▲ 65×1 topic
  30. Game Theory2▲ 17×2 topics
  31. Genetic Programming2▲ 87×1 topic
  32. Manufacturing2▲ 48×1 topic
  33. Symbolic Regression2▲ 87×1 topic
  34. Bandit Optimization2▲ 305×1 topic
  35. Cell Signaling2▲ 7.0×4 topics
  36. Contextual Bandits2▲ 305×1 topic
  37. Eco-Driving2▲ 51×1 topic
  38. Ensemble Learning2▲ 61×2 topics
  39. Fuel Consumption2▲ 39×1 topic
  40. Incremental Learning2▲ 89×2 topics

Which research topics does CMCL Innovations (United Kingdom) publish most on?

By volume in 2022-now: Semantic Web and Ontologies, Nuclear Engineering Thermal-Hydraulics, Heat Transfer and Numerical Methods and Machine Learning in Materials Science.

Semantic Web and Ontolog…0Semantic Web and Ontologies: 0 fractional worksNuclear Engineering Ther…0Nuclear Engineering Thermal-Hydraulics: 0 fractional worksHeat Transfer and Numeri…0Heat Transfer and Numerical Methods: 0 fractional worksMachine Learning in Mate…0Machine Learning in Materials Science: 0 fractional worksScientific Computing and Data Management: 0 fractional worksElasticity and Material Modeling: 0 fractional worksTopic Modeling0Topic Modeling: 0 fractional worksGeographic Information Systems Studies: 0 fractional worksDigital Transformation in Industry: 0 fractional works3D Modeling in Geospatial Applications: 0 fractional works
Artificial IntelligenceAerospace EngineeringComputational MechanicsMaterials Chemistry5 others

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

  1. 1 Semantic Web and Ontologies Artificial Intelligence 0 works
  2. 2 Nuclear Engineering Thermal-Hydraulics Aerospace Engineering 0 works
  3. 3 Heat Transfer and Numerical Methods Computational Mechanics 0 works
  4. 4 Machine Learning in Materials Science Materials Chemistry 0 works
  5. 5 Scientific Computing and Data Management Information Systems and Management 0 works
  6. 6 Elasticity and Material Modeling Biomedical Engineering 0 works
  7. 7 Topic Modeling Artificial Intelligence 0 works
  8. 8 Geographic Information Systems Studies Geography, Planning and Development 0 works
  9. 9 Digital Transformation in Industry Industrial and Manufacturing Engineering 0 works
  10. 10 3D Modeling in Geospatial Applications Building and Construction 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 available32.6%not open67.4%

World: 40% of research is openly available.

with international co-authors45.9%domestic only54.1%

World: 18% is written across borders.

How has CMCL Innovations (United Kingdom)'s research output changed?

Output in 2022-2025 was 17% higher than in 2018-2021.

still counting20052010201520202025
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 CMCL Innovations (United Kingdom) as a percentage of every work published that year, 0.000047% in 2024.

still counting0.00010%0.00020%0.00030%CMCL Innovations (United Kingdom)0.000055% in 202520102020

Fractional works of CMCL Innovations (United Kingdom) over all fractional works that year. How the balance of science has shifted.

Other research institutions in Cambridge

All research institutions in Cambridge

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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