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Industry Collaboration Index

Industry Collaboration Index 2026 · University profile

Universidade Federal de Minas Gerais

Brazil · Latin America

#689World rank of 1,038
40.0ICI scoreout of 100
#9National rank, of 27 in Brazil
#9Regional rank, of 38 in Latin America
484Verified industry works, 2021 to 2025
244Company groups worked with (72 on two or more works)

Universidade Federal de Minas Gerais is ranked #689 of 1,038. Its strongest pillar is breadth (65): partners spread across many research fields. It is held back most by co-creation (14): 484 verified industry works against about 1,040 expected for its mix of fields; and by durability (42): 14 of its company groups are sustained partners (five or more joint works in three or more of the five years).

Research Collaboration Index 2026: #590 of 1,195, Silver standing · View the RCI profile →

Why this position

Four pillars, as percentiles

Co-creation30% of the score
14

How often it co-authors with companies, compared with what its own mix of research fields would predict; size makes no difference. 484 verified works against about 1,040 expected for its fields (0.47 times the expected rate).

Durability20% of the score
42

How much of its industry work sits in sustained partnerships with the same company group. 14 sustained partnerships: five or more joint works in three or more of the five years.

Scale30% of the score
48

The size of its industry network: company groups on two or more works, sustained partnerships, and its place in the worldwide network of universities and companies. 72 company groups on two or more joint works; 14 sustained partnerships.

Breadth20% of the score
65

How varied its partners are, judged by each company's main research field. Measured across the main research fields of all the company groups it worked with.

Each pillar is a percentile among the 1,038 ranked universities: a value of 80 means a higher value than about 80 in every 100 of them. The ICI score (40.0) is the weighted average of the four percentiles. Rank 689 of 1,038 overall; 9 of 27 in Brazil; 9 of 38 in Latin America. Standing bands: Platinum for ranks 1 to 100, Gold 101 to 300, Silver 301 to 600. How the index is built →

In numbers

The evidence behind the position

1.3%of its 36,236 research works in 2021 to 2025 were co-authored with a verified company
0.47Industry co-authorship rate: 0.47 times what its mix of research fields would predict (484 verified works; about 1,040 expected)
14sustained partnerships: the same company group on five or more joint works in three or more of the five years

In Brazil

9 of 27 ranked universities in Brazil

  1. #7 Universidade Federal de Viçosa world #642, score 42.8
  2. #8 Pontifícia Universidade Católica do Rio de Janeiro world #686, score 40.2
  3. #9 Universidade Federal de Minas Gerais world #689, score 40.0
  4. #10 Universidade Federal Fluminense world #698, score 39.0
  5. #11 Universidade Federal do Ceará world #717, score 38.3

All ranked universities →   Latin America: 9 of 38 →

Where it works with industry

Sector strengths

Verified industry works by sector, with its position in each sector ranking. A university is ranked in a sector once it has at least 20 verified works there; sectors with fewer than 50 eligible universities are provisional.

Sector positions

#500 of 638Pharmaceuticals and Therapeutics39.5 verified works in the sector
#188 of 194Agriculture and Food Technology22.5 verified works in the sector
Pharmaceuticals and Therapeutics
39.5#500 of 638
Agriculture and Food Technology
22.5#188 of 194
Built Environment and Infrastructure
15under 20 works
Chemicals, Process and Resources
13.5under 20 works
Clean Energy Transition
13.5under 20 works
Advanced Materials and Nanotechnology
13under 20 works
Climate, Environment and Sustainability
10.5under 20 works
Medical Technology and Digital Health
7.5under 20 works
Advanced Manufacturing and Industry 4.0
7under 20 works
Biotechnology and Advanced Therapies
7under 20 works
Software, Cloud and Data
6under 20 works
Artificial Intelligence
5under 20 works
Robotics and Autonomous Systems
3.5ranking withheld (under 10 eligible)
Next-Generation Communications
2under 20 works
Automotive and Mobility
2under 20 works
Cybersecurity and Digital Trust
1under 20 works
Semiconductors and Microelectronics
1under 20 works
Space and Satellite Technology
1under 20 works
Not in any of the 21 sectors
313.5counted in the overall index

170.5 of its 484 verified industry works fall within the 21 sectors. The rest have research topics that belong to no industry sector (basic science, for example) or are consortium papers with 100 or more authors, which the sector indices leave out; all of them count fully in the overall index.

Who it works with

Company partners, 2021 to 2025

Universidade Federal de Minas Gerais co-authored verified work with 244 company groups, consortium papers aside: 72 of them on two or more works, and 14 as sustained partners.

The largest 12 of its 244 company groups, by joint works

Company groupBased inCompany's main research fieldJoint worksYears with a joint work
PetrobrasSTATE-OWNEDBrazilEngineering375 of 5
ValeBrazilEngineering335 of 5
Fleury S.A.BrazilMedicine29.55 of 5
Companhia Energética de Minas GeraisBrazilEngineering155 of 5
Merck & Co. (MSD)United StatesMedicine114 of 5
NovartisSwitzerlandMedicine9.55 of 5
Boehringer IngelheimGermanyMedicine93 of 5
Johnson & JohnsonUnited StatesMedicine8.54 of 5
ArcelorMittalLuxembourgEngineering85 of 5
Crozet BioPharmaUnited StatesMedicine73 of 5
AstraZenecaUnited KingdomMedicine63 of 5
GlaxoSmithKlineUnited KingdomMedicine63 of 5

A company group brings together a company's subsidiaries and research labs under one name. A work counts half when its only company author also holds a post at this university. Consortium papers with 100 or more authors are left out of this table.

Examples of its work with industry

Most-cited verified joint works

Over time

Verified industry works by year

952021
902022
98.52023
962024
104.52025

2025 is not yet complete: papers published late in the year are still being added to the open record, and coverage may not be equally complete for every university, so compare years with care. A work counts half when its only company author also holds a post at the university, so some totals end in .5.

Clinical trials (reported, not scored)

1 industry-partnered clinical trial

Trials starting 2021 to 2025 in ClinicalTrials.gov in which a company and this university are the sponsor and a collaborator. Names are matched exactly, so a trial registered only under an affiliated hospital's own name is not counted here, and the count can be well below the university's real trial activity. Trials do not enter the score.

The trial:

  • NCT04819321 Study of White Adipose Tissue Remodeling by Cryolipolysis in Humans with Allergan Sales, LLC, 2021

Funded partnerships (reported, not scored)

Publicly funded research projects with companies

European Union: 3 Horizon projects with company partners

Horizon 2020 and Horizon Europe projects starting 2021-2025 in which this university and at least one company take part (6 distinct companies). Company partners include: Lucendi, Inc., Pionirs Srl, Robeco Schweiz AG, Unilever Innovation Centre Wageningen BV, Universidad Diego Portales.

  • RAINFOREST Co-produced transformative knowledge to accelerate change for biodiversity 2022, 2 companies
  • JUSTLA Justice in the XXI Century: A Perspective from Latin America 2025, 1 company
  • EXPLORER Technologies for Extreme Environment Observation and Research 2025, 3 companies

Shown for context from the public grant registries; they do not enter the score in Edition 1. Comparable open registries of company partners exist for the European Union and the United Kingdom but not yet for most other research systems, and in some countries national research organisations take part on behalf of university laboratories, so these counts are not comparable between countries.

Evidence checked

592 verified company links

Each counted link (one work, this university and one company) was confirmed against the affiliation text its author wrote; 785 of 1,377 candidate links were set aside.

Why links were set aside
  • 529 company name not written in the author's affiliation
  • 51 ordinary-word name without a company suffix
  • 50 part of a university or public institute's own unit
  • 34 excluded after hand audit: Estacio is a private university group; education providers are not counted as industry
  • 33 a place or common word that failed its stricter rule
  • 15 excluded after hand audit: Anhanguera is a private university group; education providers are not counted
  • 73 for other reasons: smaller hand-audit findings, and links the current open record no longer supports

If a partner is missing or should not be here, send the evidence; corrections are free and reviewed against the public record.

GRP Partnership Intelligence Platform

Where Universidade Federal de Minas Gerais's collaboration could go next

This profile is free and public, and it stays that way. Beyond it, the GRP Partnership Intelligence Platform, a partner service arranged with each university, sets your record in both GRP indices beside the peers you choose: the universities and companies your peers work with that you do not, live funding calls matched to your strengths, the EU projects your peers have won, and a brief ready for your executive. It opens to partner universities on Monday 19 October 2026: enquire, and the GRP team will confirm availability and pricing for your university.

Request first access →  See what is inside →

The platform cannot move any university's position, band or score.

The other GRP index

Research Collaboration Index

In the Research Collaboration Index 2026, Universidade Federal de Minas Gerais ranks #590 of 1,195, with Silver standing. It measures the whole research network, not only industry.

View the RCI profile →

Something wrong? Every figure comes from the public record and can be checked. If a partner is missing or should not be there, tell us and we will review it with the evidence. The 2027 edition will be calculated with the same published methodology. The window for universities to submit data for it is open now: submit data for the 2027 edition. The index is free, public and independent. No commercial relationship with any university or company changes any position, and no one can pay to be included, excluded or moved.