Research in Lugano
Science Explorer records 23 research institutions in Lugano, Switzerland. The highest-ranked on research quality in 2022-now are Università della Svizzera italiana, Laboratory for Biomedical Neurosciences and Epatocentro Ticino.
- Research institutions
- 23 3 of them ranked worldwide
- Research works
- 10k ▲ 3% vs 2018-21
- Citations
- 312k 30.6 per fractional work, all time
- Top-10% rate, 2022-now
- 25.4% all institutions 10.0%
- Active span
- 1950-2026 77 years on the record
A city carries no overall standing here. The quality score is built for institutions and countries, the units its floors and field normalisation were designed around. An empty rank on this page is a statement about the measure, not about the place.
Which research institutions are in Lugano?
By fractional works over the whole record; world rank on research quality in 2022-now. Bars are scaled to the largest institution in this city, not to anything off the page.
How concentrated the city is
The same institutions as shares of everything the list accounts for. A city that is one university and a city that is twelve read alike as a table and not at all alike here.
Shares of the rows listed above, not of the whole node.
Which fields of science does Lugano work in?
In 2022-now, 32% of research in Lugano is in Health Sciences, 31% in Physical Sciences. Its largest fields are Medicine (30%), Computer Science (18%), Social Sciences (11%). It does 1.4× the world's share of Health Sciences.
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 city does than the world.
Its 4 domains and 26 fields, with their numbers
- Health Sciences77032.3%
- Medicine70529.5%
- Health Professions542.3%
- Nursing60.3%
- Dentistry40.2%
- Veterinary10.1%
- Physical Sciences74131.1%
- Computer Science43418.2%
- Engineering1747.3%
- Physics and Astronomy391.7%
- Mathematics291.2%
- Environmental Science281.2%
- Materials Science150.6%
- Earth and Planetary Sciences70.3%
- Energy60.3%
- Chemistry50.2%
- Chemical Engineering40.2%
- Social Sciences66127.7%
- Social Sciences25610.7%
- Arts and Humanities1154.8%
- Psychology1034.3%
- Business, Management and Accounting833.5%
- Economics, Econometrics and Finance632.6%
- Decision Sciences411.7%
- Life Sciences2149.0%
What is Lugano strongest at in research?
Relative to its size, research in Lugano is most concentrated in Software (22.8× the world share in Software).
- SoftwareSubfield · 30.6 works23×
Location quotient against the world baseline. Inside a single field a city is a meaningful unit, which is why this is where a city is measured at all.
The whole field profile
All 26 fields at once: above the ring is more than a place this size would be expected to do. A specialist and a generalist produce the same ranked list and a completely different shape.
Rings at 0.5×, 1× and 2×. Widest outward: Computer Science, 2.4×. Every wedge is a field page.
All 26 fields, with their numbers
- Computer Science2.36×383 works
- Decision Sciences1.82×37 works
- Arts and Humanities1.69×102 works
- Medicine1.51×608 works
- Neuroscience1.50×51 works
- Psychology1.39×89 works
- Economics, Econometrics and Finance1.31×58 works
- Business, Management and Accounting1.11×75 works
- Immunology and Microbiology1.04×22 works
- Mathematics1.04×26 works
- Health Professions0.87×48 works
- Biochemistry, Genetics and Molecular Biology0.85×94 works
- Social Sciences0.84×223 works
- Physics and Astronomy0.73×34 works
- Nursing0.56×6 works
- Engineering0.49×155 works
- Veterinary0.46×1 works
- Pharmacology, Toxicology and Pharmaceutics0.39×3 works
- Chemical Engineering0.37×3 works
- Energy0.33×6 works
- Dentistry0.27×3 works
- Environmental Science0.24×25 works
- Earth and Planetary Sciences0.18×6 works
- Materials Science0.18×13 works
- Agricultural and Biological Sciences0.16×16 works
- Chemistry0.14×4 works
Which keywords describe research in Lugano?
By fractional works in 2022-now, weighted toward what it does more of than the world: Deep Learning, Machine Learning, Epidemiology, Neural Networks, Distributed Systems, Code Clone Detection, Refactoring and Social Media.
- Model Checking
- Parallel Computing
- Catheter Ablation
- Microservices
- Fault Localization
- Embodiment
- Diagnostic Criteria
- Automated Testing
- Heart Failure
- Refactoring
- Anomaly Detection
- Biomarkers
- Depression
- Healthcare
- Diagnosis
- Artificial Intelligence
- Big Data
- Social Media
- Inflammation
- Machine Learning
- Deep Learning
- Epidemiology
- Neural Networks
- Quality of Life
- Treatment
- Complications
- Cardiovascular Disease
- Distributed Systems
- Guidelines
- Identity
- Code Clone Detection
- Surveillance
- Regeneration
- Software Fault Localization
- Echocardiography
- Performance Prediction
- Log Analysis
- Circadian Rhythms
- Institutional Theory
- Mesenchymal Stem Cells
Size is fractional works in 2022-now in the topics tagged with each word; colour is the word's share of this city'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
- Deep Learning133▲ 1.61×65 topics
- Machine Learning130▲ 1.64×70 topics
- Epidemiology119▲ 1.25×113 topics
- Inflammation66▲ 1.29×79 topics
- Neural Networks65▲ 1.77×32 topics
- Social Media56▲ 1.68×28 topics
- Quality of Life41▲ 1.20×48 topics
- Big Data41▲ 1.80×21 topics
- Treatment39▲ 1.36×43 topics
- Artificial Intelligence39◆ 1.15×28 topics
- Complications36▲ 3.0×16 topics
- Diagnosis34▲ 1.52×34 topics
- Cardiovascular Disease33▲ 1.21×35 topics
- Healthcare33▲ 1.20×25 topics
- Distributed Systems31▲ 7.6×6 topics
- Depression31▲ 1.47×21 topics
- Guidelines30▲ 2.7×13 topics
- Biomarkers30▲ 1.80×16 topics
- Identity28▲ 1.61×30 topics
- Anomaly Detection27▲ 4.0×4 topics
- Code Clone Detection26▲ 28×1 topic
- Refactoring26▲ 28×1 topic
- Surveillance24▲ 3.6×4 topics
- Heart Failure22▲ 2.1×14 topics
- Regeneration21▲ 4.3×6 topics
- Automated Testing20▲ 33×1 topic
- Software Fault Localization20▲ 33×1 topic
- Diagnostic Criteria19▲ 3.5×8 topics
- Echocardiography19▲ 2.9×7 topics
- Embodiment18▲ 4.1×7 topics
- Performance Prediction17▲ 10×2 topics
- Fault Localization17▲ 10×2 topics
- Log Analysis17▲ 16×1 topic
- Microservices17▲ 16×1 topic
- Circadian Rhythms16▲ 6.3×2 topics
- Catheter Ablation16▲ 5.3×2 topics
- Institutional Theory15▲ 6.0×3 topics
- Parallel Computing14▲ 5.1×5 topics
- Mesenchymal Stem Cells14▲ 5.5×3 topics
- Model Checking13▲ 12×3 topics
What research is done in Lugano?
Area is fractional works; colour is the subfield each topic belongs to.
- 1 Software Engineering Research Information Systems 25 works
- 2 Software Testing and Debugging Techniques Software 18 works
- 3 Software System Performance and Reliability Computer Networks and Communications 16 works
- 4 Topic Modeling Artificial Intelligence 9 works
- 5 Adversarial Robustness in Machine Learning Artificial Intelligence 9 works
- 6 Software Reliability and Analysis Research Software 9 works
- 7 Anomaly Detection Techniques and Applications Artificial Intelligence 9 works
- 8 Ethics and Social Impacts of AI Safety Research 9 works
- 9 Thyroid Cancer Diagnosis and Treatment Endocrinology, Diabetes and Metabolism 8 works
- 10 COVID-19 and Mental Health Clinical Psychology 8 works
Research output over time
The same series as a ribbon: one cell per year, darker for more.
How much of it reaches the world top 10%
Year by year, against all institutions in the same year.
Of each year's output, the share that reached the world's 10% most cited for its field and year. Peak 40.1% in 1997.
Discussion
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