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Industry Collaboration Index

Industry Collaboration Index 2026 · University profile

University of Maryland, College Park

United States · North America · Platinum

★ Sector Awards 2026. Finalist: the Quantum Technologies Award (with IonQ; Andrew Risinger and Andrii Maksymov).

#40World rank of 1,038
80.2ICI scoreout of 100
#14National rank, of 203 in United States
#14Regional rank, of 231 in North America
1,369Verified industry works, 2021 to 2025
667Company groups worked with (221 on two or more works)

University of Maryland, College Park is ranked #40 of 1,038, with Platinum standing. Its strongest pillar is breadth (90): partners spread across many research fields. All four pillars are above the middle of the ranked universities; the lowest is durability (55).

Research Collaboration Index 2026: #87 of 1,195, Platinum standing · View the RCI profile →

Why this position

Four pillars, as percentiles

Co-creation30% of the score
86

How often it co-authors with companies, compared with what its own mix of research fields would predict; size makes no difference. 1,369 verified works against about 918 expected for its fields (1.49 times the expected rate).

Durability20% of the score
55

How much of its industry work sits in sustained partnerships with the same company group. 54 sustained partnerships: five or more joint works in three or more of the five years.

Scale30% of the score
84

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. 221 company groups on two or more joint works; 54 sustained partnerships.

Breadth20% of the score
90

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 (80.2) is the weighted average of the four percentiles. Rank 40 of 1,038 overall; 14 of 203 in United States; 14 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 28,494 research works in 2021 to 2025 were co-authored with a verified company
1.49Industry co-authorship rate: 1.49 times what its mix of research fields would predict (1,369 verified works; about 918 expected)
54sustained partnerships: the same company group on five or more joint works in three or more of the five years

In United States

14 of 203 ranked universities in United States

  1. #12 University of California, Los Angeles world #38, score 80.6
  2. #13 Carnegie Mellon University world #39, score 80.2
  3. #14 University of Maryland, College Park world #40, score 80.2
  4. #15 Columbia University world #41, score 79.8
  5. #16 University of Pennsylvania world #42, score 79.7

All ranked universities →   North America: 14 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.

Strongest sector positions

#44 of 373Climate, Environment and Sustainability93 verified works in the sector
#5 of 40Quantum Technologies (provisional: fewer than 50 universities eligible)68.5 verified works in the sector
#27 of 167Software, Cloud and Data52 verified works in the sector
Climate, Environment and Sustainability
93#44 of 373
Quantum Technologies
68.5#5 of 40 provisional
Advanced Materials and Nanotechnology
60#213 of 481
Artificial Intelligence
56#97 of 292
Software, Cloud and Data
52#27 of 167
Agriculture and Food Technology
32#124 of 194
Built Environment and Infrastructure
31.5#181 of 215
Pharmaceuticals and Therapeutics
21#569 of 638
Semiconductors and Microelectronics
20.5#82 of 109
Batteries and Energy Storage
20#109 of 126
Biotechnology and Advanced Therapies
19under 20 works
Automotive and Mobility
19under 20 works
Space and Satellite Technology
18under 20 works
Clean Energy Transition
16under 20 works
Medical Technology and Digital Health
14.5under 20 works
Next-Generation Communications
11.5under 20 works
Advanced Manufacturing and Industry 4.0
9under 20 works
Robotics and Autonomous Systems
9ranking withheld (under 10 eligible)
Chemicals, Process and Resources
8under 20 works
Cybersecurity and Digital Trust
8under 20 works
Aerospace and Aviation
4under 20 works
Not in any of the 21 sectors
778counted in the overall index

591 of its 1,369 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

University of Maryland, College Park co-authored verified work with 667 company groups, consortium papers aside: 221 of them on two or more works, and 54 as sustained partners.

The largest 12 of its 667 company groups, by joint works

Company groupBased inCompany's main research fieldJoint worksYears with a joint work
GoogleUnited StatesComputer Science575 of 5
MicrosoftUnited StatesComputer Science45.55 of 5
China Railway GroupSTATE-OWNEDChinaEngineering375 of 5
Lockheed MartinUnited StatesEngineering355 of 5
Morgan StanleyUnited StatesEconomics, Econometrics and Finance295 of 5
Yalong HydroSTATE-OWNEDChinaEngineering275 of 5
IonQUnited StatesComputer Science25.55 of 5
AmazonUnited StatesComputer Science245 of 5
IBMUnited StatesComputer Science20.55 of 5
RigakuJapanMaterials Science205 of 5
HoribaJapanEngineering194 of 5
Adobe SystemsUnited StatesComputer Science175 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

3152021
2612022
275.52023
278.52024
2392025

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:

  • NCT04955704 Performance Study for InferRead CT Pneumonia.AI with Infervision, 2021

Evidence checked

1,874 verified company links

Each counted link (one work, this university and one company) was confirmed against the affiliation text its author wrote; 2,169 of 4,043 candidate links were set aside.

Why links were set aside
  • 627 company name not written in the author's affiliation
  • 456 ordinary-word name without a company suffix
  • 266 part of a university or public institute's own unit
  • 251 a contractor staffing a federal laboratory
  • 204 a place or common word that failed its stricter rule
  • 148 excluded after hand audit: Matched almost only from the Flatiron Institute, a non-profit research institute
  • 217 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.

For your communications

Badges you can use

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GRP Partnership Intelligence Platform

Where University of Maryland, College Park'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, University of Maryland, College Park ranks #87 of 1,195, with Platinum 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.