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University · Guangzhou · China

Guangdong Polytechnic Normal University

In research, Guangdong Polytechnic Normal University stands highest in Physical Sciences (#1,565 of 10,670 worldwide), Engineering (#1,254 of 5,901 worldwide) and Computer Science (#1,314 of 4,417 worldwide), 2022-now. Relative to its size it is most specialised in Computer Vision and Pattern Recognition, Control and Systems Engineering and Statistical and Nonlinear Physics (Computer Vision and Pattern Recognition is 5.6× its share of world research).

World rank, 2022-now
#2,547
of 22,385 · #2,729 all time
Rank in China
#449
of 2,481
Research works
6.6k
▲ 192% vs 2018-21
Citations
23k
3.6 per fractional work
Top-10% rate
11.4%
all institutions 10.0%
vs its own fields
1.16×
1.00× is exactly expected
Open access
23%
world 40%
International
7%
world 18%

What is Guangdong Polytechnic Normal University known for in research?

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

FieldWorld rankWhere that sitsTop-10% rateWorksAll time
Physical SciencesDomain #1,565 of 10,670 11.1%1,237 #2010
EngineeringField #1,254 of 5,901 11.3%540 #2883
Computer ScienceField #1,314 of 4,417 10.6%415 #1948
Materials ScienceField #1,041 of 2,276 9.6%73 #1718
Control and Systems EngineeringSubfield #397 of 804 13.9%92 #1125
Electrical and Electronic EngineeringSubfield #1,121 of 2,176 13.1%110 #1879
Social SciencesDomain #5,432 of 9,585 10.0%328 #7488
Artificial IntelligenceSubfield #1,110 of 1,862 11.2%139 #1716
Computer Vision and Pattern RecognitionSubfield #596 of 963 11.0%120 #1040
Physics and AstronomyField #1,009 of 1,417 13.3%78 #1544

Each strip is that field's whole ranked pool, with the notch where Guangdong Polytechnic Normal University 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 average mark, because the average differs by field (from about 6% in Dentistry to 21% in Economics).

Which of those standings moved

The same fields on both windows: where it stood over the whole record, and where it stands in 2022-now. The distance is the story, and it is the one thing the two rank columns above cannot show.

  1. Physical Sciences#2,010 #1,565
  2. Engineering#2,883 #1,254
  3. Computer Science#1,948 #1,314
  4. Materials Science#1,718 #1,041
  5. Control and Systems Engineering#1,125 #397
  6. Electrical and Electronic Engineering#1,879 #1,121
  7. Social Sciences#7,488 #5,432
  8. Artificial Intelligence#1,716 #1,110
  9. Computer Vision and Pattern Recognition#1,040 #596
  10. Physics and Astronomy#1,544 #1,009
all time2022-now, better2022-now, worse

A dot further right is a better standing. Fields it was not ranked in over the whole record are left out.

Which fields of science does Guangdong Polytechnic Normal University work in?

In 2022-now, 72% of research at Guangdong Polytechnic Normal University is in Physical Sciences, 19% in Social Sciences. Its largest fields are Engineering (31%), Computer Science (24%), Social Sciences (8%). It does 1.8× the world's share of Physical Sciences.

Physical Sciences: 1,424 fractional works · 71.6% of its workEngineering: 617 fractional works · 31.0% of its workElectrical and Electronic Engineering: 125 fractional works · 6.3% of its workControl and Systems Engineering: 103 fractional works · 5.2% of its workMechanical Engineering: 82 fractional works · 4.1% of its workBiomedical Engineering: 66 fractional works · 3.3% of its workAerospace Engineering: 39 fractional works · 2.0% of its workIndustrial and Manufacturing Engineering: 37 fractional works · 1.8% of its workCivil and Structural Engineering: 31 fractional works · 1.6% of its workMedia Technology: 26 fractional works · 1.3% of its workAutomotive Engineering: 23 fractional works · 1.2% of its workBuilding and Construction: 23 fractional works · 1.1% of its workMechanics of Materials: 22 fractional works · 1.1% of its workComputational Mechanics: 21 fractional works · 1.0% of its workSafety, Risk, Reliability and Quality: 10 fractional works · 0.5% of its workOcean Engineering: 10 fractional works · 0.5% of its workComputer Science: 481 fractional works · 24.2% of its workArtificial Intelligence: 165 fractional works · 8.3% of its workComputer Vision and Pattern Recognition: 140 fractional works · 7.0% of its workInformation Systems: 52 fractional works · 2.6% of its workComputer Networks and Communications: 49 fractional works · 2.5% of its workSignal Processing: 22 fractional works · 1.1% of its workComputational Theory and Mathematics: 21 fractional works · 1.1% of its workHuman-Computer Interaction: 12 fractional works · 0.6% of its workComputer Graphics and Computer-Aided Design: 11 fractional works · 0.5% of its workComputer Science Applications: 6 fractional works · 0.3% of its workSmaller subfields together: 3 fractional works · 0.2% of its workPhysics and Astronomy: 87 fractional works · 4.4% of its workAtomic and Molecular Physics, and Optics: 46 fractional works · 2.3% of its workStatistical and Nonlinear Physics: 26 fractional works · 1.3% of its workCondensed Matter Physics: 5 fractional works · 0.2% of its workSmaller subfields together: 10 fractional works · 0.5% of its workMaterials Science: 87 fractional works · 4.4% of its workMaterials Chemistry: 47 fractional works · 2.3% of its workElectronic, Optical and Magnetic Materials: 22 fractional works · 1.1% of its workPolymers and Plastics: 8 fractional works · 0.4% of its workBiomaterials: 4 fractional works · 0.2% of its workSmaller subfields together: 6 fractional works · 0.3% of its workEnvironmental Science: 74 fractional works · 3.7% of its workHealth, Toxicology and Mutagenesis: 24 fractional works · 1.2% of its workGlobal and Planetary Change: 13 fractional works · 0.6% of its workEnvironmental Engineering: 10 fractional works · 0.5% of its workEcology: 8 fractional works · 0.4% of its workManagement, Monitoring, Policy and Law: 5 fractional works · 0.3% of its workPollution: 4 fractional works · 0.2% of its workSmaller subfields together: 10 fractional works · 0.5% of its workMathematics: 35 fractional works · 1.8% of its workApplied Mathematics: 12 fractional works · 0.6% of its workMathematical Physics: 7 fractional works · 0.4% of its workSmaller subfields together: 16 fractional works · 0.8% of its workEarth and Planetary Sciences: 19 fractional works · 1.0% of its workAtmospheric Science: 9 fractional works · 0.4% of its workSmaller subfields together: 10 fractional works · 0.5% of its workEnergy: 11 fractional works · 0.5% of its workRenewable Energy, Sustainability and the Environment: 10 fractional works · 0.5% of its workSmaller subfields together: 1 fractional works · 0.1% of its workChemistry: 10 fractional works · 0.5% of its workAnalytical Chemistry: 6 fractional works · 0.3% of its workSmaller subfields together: 4 fractional works · 0.2% of its workChemical Engineering: 3 fractional works · 0.2% of its workSocial Sciences: 382 fractional works · 19.2% of its workSocial Sciences: 152 fractional works · 7.7% of its workEducation: 52 fractional works · 2.6% of its workSociology and Political Science: 42 fractional works · 2.1% of its workCultural Studies: 8 fractional works · 0.4% of its workDemography: 6 fractional works · 0.3% of its workTransportation: 6 fractional works · 0.3% of its workUrban Studies: 5 fractional works · 0.3% of its workPolitical Science and International Relations: 5 fractional works · 0.3% of its workGender Studies: 5 fractional works · 0.2% of its workSafety Research: 5 fractional works · 0.2% of its workSmaller subfields together: 18 fractional works · 0.9% of its workPsychology: 76 fractional works · 3.8% of its workClinical Psychology: 22 fractional works · 1.1% of its workExperimental and Cognitive Psychology: 21 fractional works · 1.0% of its workSocial Psychology: 20 fractional works · 1.0% of its workDevelopmental and Educational Psychology: 10 fractional works · 0.5% of its workSmaller subfields together: 4 fractional works · 0.2% of its workBusiness, Management and Accounting: 69 fractional works · 3.5% of its workOrganizational Behavior and Human Resource Management: 13 fractional works · 0.7% of its workBusiness and International Management: 13 fractional works · 0.6% of its workStrategy and Management: 12 fractional works · 0.6% of its workMarketing: 11 fractional works · 0.6% of its workManagement of Technology and Innovation: 9 fractional works · 0.4% of its workAccounting: 6 fractional works · 0.3% of its workManagement Information Systems: 4 fractional works · 0.2% of its workSmaller subfields together: 1 fractional works · 0.0% of its workArts and Humanities: 40 fractional works · 2.0% of its workLiterature and Literary Theory: 12 fractional works · 0.6% of its workLanguage and Linguistics: 9 fractional works · 0.5% of its workMusic: 5 fractional works · 0.3% of its workArcheology: 4 fractional works · 0.2% of its workSmaller subfields together: 10 fractional works · 0.5% of its workEconomics, Econometrics and Finance: 23 fractional works · 1.2% of its workEconomics and Econometrics: 18 fractional works · 0.9% of its workFinance: 4 fractional works · 0.2% of its workSmaller subfields together: 1 fractional works · 0.0% of its workDecision Sciences: 21 fractional works · 1.1% of its workManagement Science and Operations Research: 15 fractional works · 0.8% of its workInformation Systems and Management: 5 fractional works · 0.2% of its workSmaller subfields together: 2 fractional works · 0.1% of its workLife Sciences: 106 fractional works · 5.3% of its workBiochemistry, Genetics and Molecular Biology: 39 fractional works · 2.0% of its workMolecular Biology: 22 fractional works · 1.1% of its workBiophysics: 5 fractional works · 0.2% of its workSmaller subfields together: 12 fractional works · 0.6% of its workAgricultural and Biological Sciences: 38 fractional works · 1.9% of its workPlant Science: 23 fractional works · 1.2% of its workFood Science: 5 fractional works · 0.3% of its workSmaller subfields together: 10 fractional works · 0.5% of its workNeuroscience: 24 fractional works · 1.2% of its workCognitive Neuroscience: 16 fractional works · 0.8% of its workNeurology: 5 fractional works · 0.3% of its workSmaller subfields together: 3 fractional works · 0.2% of its workImmunology and Microbiology: 3 fractional works · 0.2% of its workPharmacology, Toxicology and Pharmaceutics: 1 fractional works · 0.1% of its workHealth Sciences: 78 fractional works · 3.9% of its workMedicine: 63 fractional works · 3.2% of its workComplementary and alternative medicine: 11 fractional works · 0.6% of its workRadiology, Nuclear Medicine and Imaging: 8 fractional works · 0.4% of its workCardiology and Cardiovascular Medicine: 6 fractional works · 0.3% of its workPublic Health, Environmental and Occupational Health: 6 fractional works · 0.3% of its workPulmonary and Respiratory Medicine: 5 fractional works · 0.2% of its workSmaller subfields together: 28 fractional works · 1.4% of its workHealth Professions: 11 fractional works · 0.6% of its workNursing: 2 fractional works · 0.1% of its workALL ITS WORKGuangdongPolytechnic…1,990fractional works, 2022-now
Life Sciences5%Physical Sciences72%Health Sciences4%Social Sciences19%

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 4 domains and 26 fields, with their numbers
    1. Engineering61731.0%
    2. Computer Science48124.2%
    3. Physics and Astronomy874.4%
    4. Materials Science874.4%
    5. Environmental Science743.7%
    6. Mathematics351.8%
    7. Earth and Planetary Sciences191.0%
    8. Energy110.5%
    9. Chemistry100.5%
    10. Chemical Engineering30.2%
    1. Social Sciences1527.7%
    2. Psychology763.8%
    3. Business, Management and Accounting693.5%
    4. Arts and Humanities402.0%
    5. Economics, Econometrics and Finance231.2%
    6. Decision Sciences211.1%
    1. Biochemistry, Genetics and Molecular Biology392.0%
    2. Agricultural and Biological Sciences381.9%
    3. Neuroscience241.2%
    4. Immunology and Microbiology30.2%
    5. Pharmacology, Toxicology and Pharmaceutics10.1%
    1. Medicine633.2%
    2. Health Professions110.6%
    3. Nursing20.1%
    4. Veterinary00.0%
    5. Dentistry00.0%
All of science, and how each field's share has moved since 1950: the Science domain explorer

What does Guangdong Polytechnic Normal University specialise in?

Where its research is concentrated relative to its size: Computer Vision and Pattern Recognition takes 5.6× the share of its output that it takes of world research.

  1. Computer Vision and Pattern RecognitionSubfield · 140.0 works5.6×
  2. Control and Systems EngineeringSubfield · 102.8 works4.8×
  3. Statistical and Nonlinear PhysicsSubfield · 26.4 works4.2×
  4. Media TechnologySubfield · 26.3 works4.2×
  5. Signal ProcessingSubfield · 21.9 works3.6×
← less than its size predicts1×more →

Location quotient, a volume reading rather than an impact one. It surfaces small, lopsided specialities.

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: 0.40× its world share, 38 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.37× its world share, 39 worksBiochemistry, Geneti…Immunology and Microbiology: 0.15× its world share, 3 worksImmunology and Micro…Neuroscience: 0.75× its world share, 24 worksNeurosciencePharmacology, Toxicology and Pharmaceutics: 0.19× its world share, 1 worksPharmacology, Toxico…Chemical Engineering: 0.46× its world share, 3 worksChemical EngineeringChemistry: 0.31× its world share, 10 worksChemistryComputer Science: 3.11× its world share, 481 worksComputer ScienceEarth and Planetary Sciences: 0.61× its world share, 19 worksEarth and Planetary …Energy: 0.59× its world share, 11 worksEnergyEngineering: 2.07× its world share, 617 worksEngineeringEnvironmental Science: 0.75× its world share, 74 worksEnvironmental ScienceMaterials Science: 1.25× its world share, 87 worksMaterials ScienceMathematics: 1.51× its world share, 35 worksMathematicsPhysics and Astronomy: 1.97× its world share, 87 worksPhysics and AstronomyDentistry: 0.04× its world share, 0 worksDentistryHealth Professions: 0.22× its world share, 12 worksHealth ProfessionsMedicine: 0.17× its world share, 63 worksMedicineNursing: 0.21× its world share, 2 worksNursingVeterinary: 0.15× its world share, 0 worksVeterinaryArts and Humanities: 0.70× its world share, 40 worksArts and HumanitiesBusiness, Management and Accounting: 1.07× its world share, 69 worksBusiness, Management…Decision Sciences: 1.12× its world share, 22 worksDecision SciencesEconomics, Econometrics and Finance: 0.54× its world share, 23 worksEconomics, Econometr…Psychology: 1.26× its world share, 76 worksPsychologySocial Sciences: 0.60× its world share, 152 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Computer Science, 3.1×. Every wedge is a field page.

All 26 fields, with their numbers
  1. Computer Science3.11×481 works
  2. Engineering2.07×617 works
  3. Physics and Astronomy1.97×87 works
  4. Mathematics1.51×35 works
  5. Psychology1.26×76 works
  6. Materials Science1.25×87 works
  7. Decision Sciences1.12×22 works
  8. Business, Management and Accounting1.07×69 works
  9. Neuroscience0.75×24 works
  10. Environmental Science0.75×74 works
  11. Arts and Humanities0.70×40 works
  12. Earth and Planetary Sciences0.61×19 works
  13. Social Sciences0.60×152 works
  14. Energy0.59×11 works
  15. Economics, Econometrics and Finance0.54×23 works
  16. Chemical Engineering0.46×3 works
  17. Agricultural and Biological Sciences0.40×38 works
  18. Biochemistry, Genetics and Molecular Biology0.37×39 works
  19. Chemistry0.31×10 works
  20. Health Professions0.22×12 works
  21. Nursing0.21×2 works
  22. Pharmacology, Toxicology and Pharmaceutics0.19×1 works
  23. Medicine0.17×63 works
  24. Immunology and Microbiology0.15×3 works
  25. Veterinary0.15×0 works
  26. Dentistry0.04×0 works

Who are the top researchers at Guangdong Polytechnic Normal University?

Ranked on the quality score, Liangbin Xiong, Feng Wu and Shaopeng Liu lead among researchers whose main affiliation is Guangdong Polytechnic Normal University.

  1. 1 Liangbin Xiong China · #160,672 worldwide 6.9k citations · 86 works
  2. 2 Feng Wu China · #227,796 worldwide 5.3k citations · 249 works
  3. 3 Shaopeng Liu China · #699,158 worldwide 1.9k citations · 126 works
  4. 4 Lunbi Wu China · #751,670 worldwide 259 citations · 22 works
  5. 5 Huasheng Huang China · #768,943 worldwide 1.4k citations · 46 works
  6. 6 Kaihan Lin China · #911,802 worldwide 336 citations · 33 works
  7. 7 Zhiyong Lin China · #1,116,120 worldwide 2.8k citations · 117 works
  8. 8 Zhongwei Huang China · #1,237,910 worldwide 332 citations · 22 works
  9. 9 Xiaoyong Liu China · #1,276,920 worldwide 1.8k citations · 147 works
  10. 10 Yunbao Zheng China · #1,487,166 worldwide 643 citations · 33 works
All ranked researchers at Guangdong Polytechnic Normal University

What are the most cited papers from Guangdong Polytechnic Normal University?

The most cited paper from Guangdong Polytechnic Normal University is "EEG-Based Brain-Computer Interfaces Using Motor-Imagery: Techniques and Challenges" (Natasha Padfield, Jaime Zabalza, Huimin Zhao et al., 2019), with 613 citations. Next come "Systematic literature review of machine learning based software development effort estimation models" (531) and "Geometric A-Star Algorithm: An Improved A-Star Algorithm for AGV Path Planning in a Port Environment" (474).

Most cited papers
#PaperReleasedCitations
1 EEG-Based Brain-Computer Interfaces Using Motor-Imagery: Techniques and Challenges Natasha Padfield, Jaime Zabalza, Huimin Zhao et al. · Sensors Open access 22 Mar 2019 613
2 Systematic literature review of machine learning based software development effort estimation models Jianfeng Wen, Shixian Li, Zhiyong Lin et al. · Information and Software Technology Review 16 Sep 2011 531
3 Geometric A-Star Algorithm: An Improved A-Star Algorithm for AGV Path Planning in a Port Environment Gang Tang, Congqiang Tang, Christophe Claramunt et al. · IEEE Access Open access 2021 474
4 A big data approach for logistics trajectory discovery from RFID-enabled production data Ray Y. Zhong, George Q. Huang, Shulin Lan et al. · International Journal of Production Economics 23 Feb 2015 465
5 Novel segmented stacked autoencoder for effective dimensionality reduction and feature extraction in hyperspectral imaging Jaime Zabalza, Jinchang Ren, Jiangbin Zheng et al. · Neurocomputing Open access 22 Dec 2015 399
All 60 most cited papers, with filters and sorting

Which keywords describe research at Guangdong Polytechnic Normal University?

By fractional works in 2022-now, weighted toward what it does more of than the world: Deep Learning, Machine Learning, Neural Networks, Artificial Intelligence, Internet of Things, Wireless Sensor Networks, Data Mining and Cloud Computing.

▲ 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 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 Learning354▲ 5.2×82 topics
  2. Machine Learning183▲ 2.8×78 topics
  3. Neural Networks134▲ 4.4×38 topics
  4. Artificial Intelligence99▲ 3.5×38 topics
  5. Internet of Things79▲ 4.6×22 topics
  6. Wireless Sensor Networks56▲ 6.3×17 topics
  7. Data Mining54▲ 3.7×15 topics
  8. Convolutional Neural Networks53▲ 3.7×14 topics
  9. Big Data48▲ 2.5×24 topics
  10. Mechanical Properties44▲ 2.3×33 topics
  11. Remote Sensing43▲ 1.77×31 topics
  12. Cloud Computing40▲ 7.1×12 topics
  13. Image Processing35▲ 4.0×12 topics
  14. Feature Extraction32▲ 3.6×10 topics
  15. Microstructure31▲ 3.0×19 topics
  16. Virtual Reality29▲ 3.0×13 topics
  17. Classification29▲ 3.2×12 topics
  18. Machine Vision28▲ 6.7×6 topics
  19. Wavelet Transform27▲ 6.0×6 topics
  20. Vibration Analysis27▲ 5.0×6 topics
  21. Support Vector Machines26▲ 4.1×8 topics
  22. Anomaly Detection25▲ 4.4×5 topics
  23. Image Classification25▲ 6.8×3 topics
  24. Multimedia Technology25▲ 21×2 topics
  25. Metamaterials24▲ 8.6×5 topics
  26. Human-Computer Interaction24▲ 6.7×6 topics
  27. Nonlinear Systems23▲ 5.3×8 topics
  28. Photonic Crystals23▲ 9.3×5 topics
  29. Nanophotonics22▲ 11×3 topics
  30. Nonlinear Dynamics22▲ 4.9×6 topics
  31. Regional Planning21▲ 16×2 topics
  32. Logistics20▲ 6.7×3 topics
  33. Convolutional Neural Network20▲ 6.5×4 topics
  34. Neural Network20▲ 5.6×8 topics
  35. Information Systems20▲ 5.8×5 topics
  36. Fault Diagnosis20▲ 7.0×6 topics
  37. Optical Modulators19▲ 6.7×3 topics
  38. Physical Education18▲ 7.5×3 topics
  39. Biochar Application17▲ 8.3×2 topics
  40. Global Capitalism17▲ 16×2 topics

Which research topics does Guangdong Polytechnic Normal University publish most on?

By volume in 2022-now: Educational Technology and Pedagogy, Educational Reforms and Innovations, Ideological and Political Education and Advanced Neural Network Applications.

  1. 1 Educational Technology and Pedagogy Artificial Intelligence 17 works
  2. 2 Educational Reforms and Innovations Health, Toxicology and Mutagenesis 17 works
  3. 3 Ideological and Political Education Education 16 works
  4. 4 Advanced Neural Network Applications Computer Vision and Pattern Recognition 14 works
  5. 5 Industrial Vision Systems and Defect Detection Industrial and Manufacturing Engineering 13 works
  6. 6 Machine Fault Diagnosis Techniques Control and Systems Engineering 13 works
  7. 7 E-commerce and Technology Innovations Business and International Management 12 works
  8. 8 Anomaly Detection Techniques and Applications Artificial Intelligence 12 works
  9. 9 Metamaterials and Metasurfaces Applications Electronic, Optical and Magnetic Materials 11 works
  10. 10 Advanced Technologies in Various Fields Artificial Intelligence 11 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 available22.6%not open77.4%

World: 40% of research is openly available.

with international co-authors7.0%domestic only93.0%

World: 18% is written across borders.

How has Guangdong Polytechnic Normal University's research output changed?

Output in 2022-2025 was 192% higher than in 2018-2021.

still counting200020052010201520202025
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 Guangdong Polytechnic Normal University as a percentage of every work published that year, 0.0087% in 2024.

still counting0.010%0.020%Guangdong Polytechnic Normal University0.010% in 2025200020102020

Fractional works of Guangdong Polytechnic Normal University over all fractional works that year. How the balance of science has shifted.

How much of it reaches the world top 10%

Year by year, against all institutions in the same year.

still counting5%10%15%Guangdong Polytechnic Normal University11.4% in 2025all institutions10.0% in 202520102020

Of each year's output, the share that reached the world's 10% most cited for its field and year. Peak 13.0% in 2020.

Other research institutions in Guangzhou

All research institutions in Guangzhou

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Guangdong Polytechnic Normal University on Science Explorer

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