École Polytechnique Fédérale de Lausanne
In research, École Polytechnique Fédérale de Lausanne stands highest in Physical Sciences (#38 of 10,670 worldwide), Engineering (#47 of 5,901 worldwide) and Computer Science (#43 of 4,417 worldwide), 2022-now. Relative to its size it is most specialised in Condensed Matter Physics, Instrumentation and Atomic and Molecular Physics, and Optics (Condensed Matter Physics is 6.5× its share of world research).
- World rank, 2022-now
- #83 of 22,385 · #35 all time
- Rank in Switzerland
- #4 of 186
- Research works
- 75k ▼ 9% vs 2018-21
- Citations
- 3.2M 43.1 per fractional work
- Top-10% rate
- 14.1% all institutions 10.0%
- vs its own fields
- 1.56× 1.00× is exactly expected
- Open access
- 66% world 40%
- International
- 33% world 18%
What is École Polytechnique Fédérale de Lausanne known for in research?
The fields where it stands highest, 2022-now, ranked among every institution above the floor in each field.
| Field | World rank | Where that sits | Top-10% rate | Works | All time |
|---|---|---|---|---|---|
| Physical SciencesDomain | #38 of 10,670 | 13.7% | 6,466 | #12 | |
| EngineeringField | #47 of 5,901 | 13.7% | 2,574 | #13 | |
| Computer ScienceField | #43 of 4,417 | 13.3% | 1,129 | #16 | |
| Life SciencesDomain | #79 of 6,403 | 16.6% | 937 | #45 | |
| Health SciencesDomain | #162 of 9,902 | 17.9% | 541 | #94 | |
| Biochemistry, Genetics and Molecular BiologyField | #53 of 2,964 | 16.7% | 536 | #47 | |
| Electrical and Electronic EngineeringSubfield | #39 of 2,176 | 13.5% | 786 | #8 | |
| Physics and AstronomyField | #26 of 1,417 | 14.6% | 865 | #22 | |
| MedicineField | #171 of 8,541 | 17.7% | 492 | #105 | |
| Materials ScienceField | #52 of 2,276 | 13.2% | 582 | #13 |
Each strip is that field's whole ranked pool, with the notch where École Polytechnique Fédérale de Lausanne 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.
- Physical Sciences#12 #38
- Engineering#13 #47
- Computer Science#16 #43
- Life Sciences#45 #79
- Health Sciences#94 #162
- Biochemistry, Genetics and Molecular Biology#47 #53
- Electrical and Electronic Engineering#8 #39
- Physics and Astronomy#22 #26
- Medicine#105 #171
- Materials Science#13 #52
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 École Polytechnique Fédérale de Lausanne work in?
In 2022-now, 75% of research at École Polytechnique Fédérale de Lausanne is in Physical Sciences, 11% in Life Sciences. Its largest fields are Engineering (29%), Computer Science (13%), Physics and Astronomy (10%). It does 1.9× the world's share of Physical 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 institution does than the world.
Its 4 domains and 26 fields, with their numbers
- Physical Sciences7,21975.2%
- Engineering2,82229.4%
- Computer Science1,27013.2%
- Physics and Astronomy96810.1%
- Materials Science6556.8%
- Environmental Science4204.4%
- Chemistry3683.8%
- Mathematics2812.9%
- Earth and Planetary Sciences1992.1%
- Energy1631.7%
- Chemical Engineering740.8%
- Life Sciences1,07111.2%
- Social Sciences6967.2%
- Social Sciences2622.7%
- Decision Sciences1091.1%
- Psychology1011.0%
- Economics, Econometrics and Finance961.0%
- Business, Management and Accounting650.7%
- Arts and Humanities630.7%
- Health Sciences6126.4%
- Medicine5565.8%
- Health Professions440.5%
- Nursing90.1%
- Veterinary20.0%
- Dentistry20.0%
What does École Polytechnique Fédérale de Lausanne specialise in?
Where its research is concentrated relative to its size: Condensed Matter Physics takes 6.5× the share of its output that it takes of world research.
- Condensed Matter PhysicsSubfield · 99.9 works6.5×
- InstrumentationSubfield · 28.7 works6.0×
- Atomic and Molecular Physics, and OpticsSubfield · 395.6 works5.8×
- BiophysicsSubfield · 57.4 works5.3×
- Nuclear and High Energy PhysicsSubfield · 157.9 works5.2×
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.
Rings at 0.5×, 1× and 2×. Widest outward: Physics and Astronomy, 4.5×. Every wedge is a field page.
All 26 fields, with their numbers
- Physics and Astronomy4.54×968 works
- Mathematics2.49×281 works
- Chemistry2.44×368 works
- Chemical Engineering2.21×74 works
- Neuroscience1.96×305 works
- Engineering1.96×2,822 works
- Materials Science1.95×655 works
- Energy1.85×163 works
- Computer Science1.70×1,270 works
- Earth and Planetary Sciences1.32×198 works
- Biochemistry, Genetics and Molecular Biology1.20×616 works
- Decision Sciences1.18×109 works
- Environmental Science0.88×420 works
- Pharmacology, Toxicology and Pharmaceutics0.57×19 works
- Economics, Econometrics and Finance0.47×96 works
- Immunology and Microbiology0.41×39 works
- Psychology0.34×101 works
- Medicine0.30×556 works
- Arts and Humanities0.23×63 works
- Social Sciences0.22×262 works
- Business, Management and Accounting0.21×65 works
- Agricultural and Biological Sciences0.20×91 works
- Nursing0.20×9 works
- Health Professions0.17×44 works
- Veterinary0.15×2 works
- Dentistry0.03×2 works
- Physics and Astronomy 4.5×
- Mathematics 2.5×
- Chemistry 2.4×
- Chemical Engineering 2.2×
- Neuroscience 2.0×
- Engineering 2.0×
- Materials Science 1.9×
- Energy 1.9×
- Computer Science 1.7×
- Earth and Planetary Sciences 1.3×
- Biochemistry, Genetics and Molecular Biology 1.2×
- Decision Sciences 1.2×
- Environmental Science 0.9×
- Pharmacology, Toxicology and Pharmaceutics 0.6×
- Economics, Econometrics and Finance 0.5×
- Immunology and Microbiology 0.4×
- Psychology 0.3×
- Medicine 0.3×
- Arts and Humanities 0.2×
- Social Sciences 0.2×
- Business, Management and Accounting 0.2×
- Agricultural and Biological Sciences 0.2×
- Nursing 0.2×
- Health Professions 0.2×
- Veterinary 0.1×
- Dentistry 0.0×
Who are the top researchers at École Polytechnique Fédérale de Lausanne?
Ranked on the quality score, Michaël Grätzel, Shaik Mohammed Zakeeruddin and Karen Louise Scrivener lead among researchers whose main affiliation is École Polytechnique Fédérale de Lausanne.
- 1
Michaël Grätzel
Switzerland · #935 worldwide 458k citations · 2,524 works
- 2
Shaik Mohammed Zakeeruddin
Switzerland · #1,430 worldwide 113k citations · 646 works
- 3
Karen Louise Scrivener
Switzerland · #1,651 worldwide 67k citations · 501 works
- 4
Mohammad Khaja Nazeeruddin
Switzerland · #2,117 worldwide 170k citations · 1,226 works
- 5
Johan H. Auwerx
Switzerland · #3,394 worldwide 129k citations · 893 works
- 6
Bruno Lemaître
Switzerland · #4,222 worldwide 38k citations · 317 works
- 7
Michaela Hirschmann
Switzerland · #4,615 worldwide 12k citations · 317 works
- 8
Wolfgang Tress
Switzerland · #6,618 worldwide 43k citations · 238 works
- 9
Hilal Ahmed Lashuel
Switzerland · #7,477 worldwide 29k citations · 335 works
- 10
Kristina Schoonjans
Switzerland · #7,865 worldwide 44k citations · 286 works
Which keywords describe research at École Polytechnique Fédérale de Lausanne?
By fractional works in 2022-now, weighted toward what it does more of than the world: Deep Learning, Machine Learning, Neural Networks, Biosensors, Molecular Dynamics, Biomedical Applications, Optical Modulators and Nonlinear Optics.
- Convex Optimization
- MHD Stability
- Microwave Photonics
- Perovskite Solar Cells
- Fiber Lasers
- Backpropagation Learning
- Microresonators
- Whispering Gallery Mode
- Entanglement
- Raman Lasers
- Microcavities
- Stability
- Nonlinear Optics
- Semiconductors
- Optical Modulators
- Artificial Neural Networks
- Nanomaterials
- Renewable Energy
- Biomedical Applications
- Machine Learning
- Deep Learning
- Neural Networks
- Biosensors
- Nanoparticles
- Catalysis
- Molecular Dynamics
- Efficiency
- Crystal Growth
- Integrated Circuits
- Light-Emitting Diodes
- Silicon Photonics
- Turbulence
- Nanophotonic Waveguides
- Actuators
- Diagnostics
- Self-Organizing Maps
- Organometal Halide Perovskites
- Quantum Mechanics
- Transport
- Tokamak
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
- Deep Learning567▲ 1.71×77 topics
- Machine Learning453▲ 1.42×77 topics
- Neural Networks325▲ 2.2×36 topics
- Biomedical Applications238▲ 2.1×34 topics
- Biosensors209▲ 4.4×12 topics
- Renewable Energy186▲ 1.34×44 topics
- Nanoparticles158▲ 1.31×41 topics
- Nanomaterials157▲ 1.56×20 topics
- Catalysis143▲ 2.2×29 topics
- Artificial Neural Networks137▲ 3.1×8 topics
- Molecular Dynamics130▲ 7.7×6 topics
- Optical Modulators115▲ 8.5×3 topics
- Efficiency109▲ 3.8×8 topics
- Semiconductors106▲ 3.8×5 topics
- Crystal Growth100▲ 3.8×12 topics
- Nonlinear Optics93▲ 9.1×4 topics
- Integrated Circuits91▲ 6.6×3 topics
- Stability88▲ 4.1×8 topics
- Light-Emitting Diodes86▲ 5.9×3 topics
- Microcavities84▲ 8.4×2 topics
- Silicon Photonics84▲ 8.6×2 topics
- Raman Lasers82▲ 8.2×2 topics
- Turbulence80▲ 9.2×5 topics
- Entanglement80▲ 5.5×4 topics
- Nanophotonic Waveguides80▲ 9.2×1 topic
- Whispering Gallery Mode80▲ 9.2×1 topic
- Actuators78▲ 5.1×5 topics
- Microresonators76▲ 10×3 topics
- Diagnostics70▲ 9.4×3 topics
- Backpropagation Learning70▲ 9.6×1 topic
- Self-Organizing Maps70▲ 9.6×1 topic
- Fiber Lasers69▲ 7.8×3 topics
- Organometal Halide Perovskites68▲ 6.5×1 topic
- Perovskite Solar Cells68▲ 6.5×1 topic
- Quantum Mechanics68▲ 7.6×5 topics
- Microwave Photonics66▲ 8.2×2 topics
- Transport65▲ 21×2 topics
- MHD Stability65▲ 32×1 topic
- Tokamak65▲ 32×1 topic
- Convex Optimization62▲ 7.6×5 topics
Which research topics does École Polytechnique Fédérale de Lausanne publish most on?
By volume in 2022-now: Photonic and Optical Devices, Neural Networks and Applications, Perovskite Materials and Applications and Magnetic confinement fusion research.
Area is fractional works; colour is the subfield each topic belongs to.
- 1 Photonic and Optical Devices Electrical and Electronic Engineering 80 works
- 2 Neural Networks and Applications Artificial Intelligence 70 works
- 3 Perovskite Materials and Applications Electrical and Electronic Engineering 68 works
- 4 Magnetic confinement fusion research Nuclear and High Energy Physics 65 works
- 5 Advanced Fiber Laser Technologies Atomic and Molecular Physics, and Optics 58 works
- 6 Machine Learning in Materials Science Materials Chemistry 55 works
- 7 Advanced Sensor and Energy Harvesting Materials Biomedical Engineering 52 works
- 8 Neural dynamics and brain function Cognitive Neuroscience 43 works
- 9 Advanced Memory and Neural Computing Electrical and Electronic Engineering 41 works
- 10 Conducting polymers and applications Polymers and Plastics 36 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.
World: 40% of research is openly available.
World: 18% is written across borders.
How has École Polytechnique Fédérale de Lausanne's research output changed?
Output in 2022-2025 was 9% lower than in 2018-2021.
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 École Polytechnique Fédérale de Lausanne as a percentage of every work published that year, 0.038% in 2024.
Fractional works of École Polytechnique Fédérale de Lausanne 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.
Of each year's output, the share that reached the world's 10% most cited for its field and year. Peak 20.0% in 2013.
Other research institutions in Lausanne
- University of Lausanne
- Hôpital Orthopédique de la Suisse Romande
- SIB Swiss Institute of Bioinformatics
- Département de la Santé et de l'Action Sociale
- Hôpital Nestlé
- Hôpital Ophtalmique Jules-Gonin
- Centre de Chirurgie Plastique
- Centre universitaire de médecine générale et santé publique, Lausanne
Which institutions have research most like École Polytechnique Fédérale de Lausanne's?
Among the world's leading institutions, Massachusetts Institute of Technology has the research profile closest to École Polytechnique Fédérale de Lausanne's, with both strong in Physics and Astronomy.
- 1
Massachusetts Institute of Technology
United States · Both strong in Physics and Astronomy, Mathematics, Chemical Engineering 0.94 Compare
- 2
Indian Institute of Science Bangalore
India · Both strong in Physics and Astronomy, Mathematics, Chemistry 0.94 Compare
- 3
California Institute of Technology
United States · Both strong in Physics and Astronomy, Mathematics, Chemistry 0.93 Compare
- 4
ETH Zurich
Switzerland · Both strong in Physics and Astronomy, Mathematics, Chemical Engineering 0.91 Compare
- 5
KTH Royal Institute of Technology
Sweden · Both strong in Physics and Astronomy, Chemical Engineering, Engineering 0.91 Compare
Similarity is the correlation of each side's location quotients across every field it publishes in, on a log scale: 1 is the same shape of research, 0 is unrelated. It ignores size. How it is measured.
Compare École Polytechnique Fédérale de Lausanne with
- vs
University of Groningen
- vs
Harbin Institute of Technology
- vs
University of Basel
- vs
City University of Hong Kong
- vs
Hong Kong University of Science and Technology
- vs
University of Lausanne
Research measures only: rankings here say nothing about teaching, admissions or student experience. Comparable institutions and collaboration partners have tabs of their own, above.
Questions people ask
What is EPFL known for in research?
In research, École Polytechnique Fédérale de Lausanne stands highest in Physical Sciences (#38 of 10,670 worldwide), Engineering (#47 of 5,901 worldwide) and Computer Science (#43 of 4,417 worldwide), 2022-now. Relative to its size it is most specialised in Condensed Matter Physics, Instrumentation and Atomic and Molecular Physics, and Optics (Condensed Matter Physics is 6.5× its share of world research).
Discussion
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