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Industry Collaboration Index

Industry Collaboration Index 2026 · University profile

The University of Texas at Dallas

United States · North America · Silver

★ Sector Awards 2026. Finalist: the Semiconductors and Microelectronics Award (with Texas Instruments; Bilal Akin and Fei Yang).

#533World rank of 1,038
48.8ICI scoreout of 100
#130National rank, of 203 in United States
#149Regional rank, of 231 in North America
350Verified industry works, 2021 to 2025
230Company groups worked with (61 on two or more works)

The University of Texas at Dallas is ranked #533 of 1,038, with Silver standing. Its strongest pillar is co-creation (68): 350 verified industry works against about 293 expected for its mix of fields. It is held back most by durability (27): 9 of its company groups are sustained partners (five or more joint works in three or more of the five years); and by scale (38): a network of 61 company groups on two or more joint works.

Research Collaboration Index 2026: #603 of 1,195 · View the RCI profile →

Why this position

Four pillars, as percentiles

Co-creation30% of the score
68

How often it co-authors with companies, compared with what its own mix of research fields would predict; size makes no difference. 350 verified works against about 293 expected for its fields (1.19 times the expected rate).

Durability20% of the score
27

How much of its industry work sits in sustained partnerships with the same company group. 9 sustained partnerships: five or more joint works in three or more of the five years.

Scale30% of the score
38

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. 61 company groups on two or more joint works; 9 sustained partnerships.

Breadth20% of the score
59

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 (48.8) is the weighted average of the four percentiles. Rank 533 of 1,038 overall; 130 of 203 in United States; 149 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

4.4%of its 7,968 research works in 2021 to 2025 were co-authored with a verified company
1.19Industry co-authorship rate: 1.19 times what its mix of research fields would predict (350 verified works; about 293 expected)
9sustained partnerships: the same company group on five or more joint works in three or more of the five years

In United States

130 of 203 ranked universities in United States

  1. #128 University of Tennessee Health Science Center world #523, score 49.8
  2. #129 Drexel University world #527, score 49.3
  3. #130 The University of Texas at Dallas world #533, score 48.8
  4. #131 University of Missouri world #535, score 48.7
  5. #132 University of New Mexico world #538, score 48.6

All ranked universities →   North America: 149 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

#51 of 109Semiconductors and Microelectronics38.5 verified works in the sector
Semiconductors and Microelectronics
38.5#51 of 109
Advanced Materials and Nanotechnology
33.5#261 of 481
Artificial Intelligence
20#279 of 292
Software, Cloud and Data
16.5under 20 works
Advanced Manufacturing and Industry 4.0
12under 20 works
Clean Energy Transition
10under 20 works
Next-Generation Communications
10under 20 works
Chemicals, Process and Resources
9under 20 works
Pharmaceuticals and Therapeutics
8.5under 20 works
Batteries and Energy Storage
8under 20 works
Cybersecurity and Digital Trust
5.5under 20 works
Biotechnology and Advanced Therapies
3under 20 works
Built Environment and Infrastructure
3under 20 works
Climate, Environment and Sustainability
3under 20 works
Quantum Technologies
3under 20 works
Robotics and Autonomous Systems
3ranking withheld (under 10 eligible)
Medical Technology and Digital Health
2under 20 works
Automotive and Mobility
1under 20 works
Space and Satellite Technology
1under 20 works
Not in any of the 21 sectors
159.5counted in the overall index

190.5 of its 350 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

The University of Texas at Dallas co-authored verified work with 230 company groups, consortium papers aside: 61 of them on two or more works, and 9 as sustained partners.

The largest 12 of its 230 company groups, by joint works

Company groupBased inCompany's main research fieldJoint worksYears with a joint work
Texas InstrumentsUnited StatesEngineering38.55 of 5
AmazonUnited StatesComputer Science17.55 of 5
IntelUnited StatesEngineering175 of 5
SamsungSouth KoreaEngineering13.55 of 5
GoogleUnited StatesComputer Science92 of 5
Syntek TechnologiesUnited StatesMedicine85 of 5
Taiwan Semiconductor Manufacturing CompanyTaiwanEngineering85 of 5
QualcommUnited StatesEngineering7.54 of 5
MicrosoftUnited StatesComputer Science74 of 5
Toyota Central Research and Development LaboratoriesJapanMedicine52 of 5
Saudi AramcoSTATE-OWNEDSaudi ArabiaEngineering53 of 5
Applied MaterialsUnited StatesEngineering4.53 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

74.52021
642022
662023
832024
62.52025

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:

  • NCT05599490 Brain Enhancement Training Towards Elders Resilience to Aging, Phase IIB with Posit Science Corporation, 2023

Evidence checked

478 verified company links

Each counted link (one work, this university and one company) was confirmed against the affiliation text its author wrote; 365 of 843 candidate links were set aside.

Why links were set aside
  • 124 company name not written in the author's affiliation
  • 91 ordinary-word name without a company suffix
  • 66 part of a university or public institute's own unit
  • 19 a place or common word that failed its stricter rule
  • 19 excluded after hand audit: Matched almost only from the Flatiron Institute, a non-profit research institute
  • 10 excluded after hand audit: Matched from street addresses (State Street)
  • 36 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

Silver standing badgeSector Awards finalist badge

Use the badge with a link to this page.

GRP Partnership Intelligence Platform

Where The University of Texas at Dallas'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, The University of Texas at Dallas ranks #603 of 1,195. 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.