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Industry Collaboration Index

Industry Collaboration Index 2026 · University profile

Rice University

United States · North America · Gold

#254World rank of 1,038
65.5ICI scoreout of 100
#76National rank, of 203 in United States
#83Regional rank, of 231 in North America
545.5Verified industry works, 2021 to 2025
349Company groups worked with (101 on two or more works)

Rice University is ranked #254 of 1,038, with Gold standing. Its strongest pillar is breadth (89): partners spread across many research fields. It is held back most by durability (29): 20 of its company groups are sustained partners (five or more joint works in three or more of the five years).

Research Collaboration Index 2026: #347 of 1,195, Silver standing · View the RCI profile →

Why this position

Four pillars, as percentiles

Co-creation30% of the score
83

How often it co-authors with companies, compared with what its own mix of research fields would predict; size makes no difference. 545.5 verified works against about 386 expected for its fields (1.41 times the expected rate).

Durability20% of the score
29

How much of its industry work sits in sustained partnerships with the same company group. 20 sustained partnerships: five or more joint works in three or more of the five years.

Scale30% of the score
57

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. 101 company groups on two or more joint works; 20 sustained partnerships.

Breadth20% of the score
89

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 (65.5) is the weighted average of the four percentiles. Rank 254 of 1,038 overall; 76 of 203 in United States; 83 of 231 in North 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

4.8%of its 11,388 research works in 2021 to 2025 were co-authored with a verified company
1.41Industry co-authorship rate: 1.41 times what its mix of research fields would predict (545.5 verified works; about 386 expected)
20sustained partnerships: the same company group on five or more joint works in three or more of the five years

In United States

76 of 203 ranked universities in United States

  1. #74 Medical University of South Carolina world #248, score 65.9
  2. #75 Wake Forest University world #251, score 65.8
  3. #76 Rice University world #254, score 65.5
  4. #77 Colorado School of Mines world #258, score 65.1
  5. #78 University of Colorado Anschutz Medical Campus world #268, score 64.5

All ranked universities →   North America: 83 of 231 →

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

#125 of 237Chemicals, Process and Resources36 verified works in the sector
#327 of 481Advanced Materials and Nanotechnology39.5 verified works in the sector
#231 of 292Artificial Intelligence24.5 verified works in the sector
Advanced Materials and Nanotechnology
39.5#327 of 481
Chemicals, Process and Resources
36#125 of 237
Artificial Intelligence
24.5#231 of 292
Climate, Environment and Sustainability
23#333 of 373
Pharmaceuticals and Therapeutics
19under 20 works
Medical Technology and Digital Health
15under 20 works
Next-Generation Communications
14under 20 works
Biotechnology and Advanced Therapies
13.5under 20 works
Built Environment and Infrastructure
12.5under 20 works
Batteries and Energy Storage
8.5under 20 works
Clean Energy Transition
8under 20 works
Software, Cloud and Data
7.5under 20 works
Semiconductors and Microelectronics
6.5under 20 works
Space and Satellite Technology
5under 20 works
Quantum Technologies
4under 20 works
Advanced Manufacturing and Industry 4.0
3under 20 works
Cybersecurity and Digital Trust
2under 20 works
Automotive and Mobility
2under 20 works
Aerospace and Aviation
1under 20 works
Agriculture and Food Technology
1under 20 works
Not in any of the 21 sectors
298.5counted in the overall index

247 of its 545.5 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

Rice University co-authored verified work with 349 company groups, consortium papers aside: 101 of them on two or more works, and 20 as sustained partners.

The largest 12 of its 349 company groups, by joint works

Company groupBased inCompany's main research fieldJoint worksYears with a joint work
MicrosoftUnited StatesComputer Science33.55 of 5
ShellUnited KingdomEngineering20.55 of 5
GoogleUnited StatesComputer Science19.55 of 5
Adobe SystemsUnited StatesComputer Science141 of 5
Saudi AramcoSTATE-OWNEDSaudi ArabiaEngineering135 of 5
NvidiaUnited StatesComputer Science113 of 5
TotalFranceEngineering105 of 5
SamsungSouth KoreaEngineering105 of 5
IntelUnited StatesEngineering105 of 5
Lockheed MartinUnited StatesEngineering94 of 5
AmazonUnited StatesComputer Science84 of 5
Pacific BiosciencesUnited StatesBiochemistry, Genetics and Molecular Biology73 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

Its most-cited verified works with 30 or fewer authors, leaving out guidelines and consensus statements. Citation counts are those of the open scholarly record at harvest. Each title links to the work.

Over time

Verified industry works by year

109.52021
1142022
121.52023
87.52024
1132025

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.

Funded partnerships (reported, not scored)

Publicly funded research projects with companies

European Union: 2 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 (7 distinct companies). Company partners include: Adtechnologies, Unipessoal Lda, Carl Zeiss AG, Fincloud Oy, Finwe Oy, Interdigital Europe Ltd.

  • CONVERGE Telecommunications and Computer Vision Convergence Tools for Research Infrastructures 2023, 6 companies
  • Metaspectrometer Disordered metasurfaces with ultimate information capacity for near-infrared spectroscopy 2025, 1 company

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.

Funded and co-publishing. Of the funded company partners that match an ICI company group, 1 also appear in this university's verified co-authorship record (Carl Zeiss) and 2 are funded partners not yet visible in it. About 43% of funded company names could be matched to a company group; the rest are counted, not guessed. Sources: UKRI Gateway to Research harvested 4 Oct 2026; CORDIS bulk files of 2026-10-12 (latest record update 2026-06-10). Funded partnerships cover UK (UKRI Gateway to Research) and EU (Horizon 2020 and Horizon Europe, CORDIS) projects starting 2021 to 2025 only. They are reported, never scored, and a funder record outside these two sources is not visible here.

Evidence checked

750 verified company links

Each counted link (one work, this university and one company) was confirmed against the affiliation text its author wrote; 552 of 1,302 candidate links were set aside.

Why links were set aside
  • 253 company name not written in the author's affiliation
  • 99 ordinary-word name without a company suffix
  • 45 part of a university or public institute's own unit
  • 44 a place or common word that failed its stricter rule
  • 18 excluded after hand audit: Canadian Light Source is a national research facility
  • 17 a contractor staffing a federal laboratory
  • 76 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.

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GRP Partnership Intelligence Platform

Where Rice University'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, Rice University ranks #347 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.