---
title: "University of Maryland, College Park: research profile"
description: "Research profile of University of Maryland, College Park: 1,016 papers in 480 tracked journals since 2017, mostly economics and operations research; h-index 1,347."
url: https://scholar4ai.com/institutions/university-of-maryland-college-park
markdown_url: https://scholar4ai.com/institutions/university-of-maryland-college-park.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "Research profile of University of Maryland, College Park: 1,016 papers in 480 tracked journals since 2017, mostly economics and operations research; h-index 1,347. (as of 2026-11-04)"
data_url: https://scholar4ai.com/data/rankings.json
updated: 2026-11-04T00:03:46+09:00
window: 2026-10-06 to 2026-11-04
source: OpenAlex (CC0)
---

# University of Maryland, College Park

- 0 papers in the last 7 days
- country: United States
- web domain: umd.edu

Back to the ranking: https://scholar4ai.com/rankings/institutions.md

## Key findings

- University of Maryland, College Park was involved in 5 papers in the last 30 days (2026-10-06 to 2026-11-04), ranking #385 of 3,828 institutions.
- Most of them appeared in The Journal of the Economics of Ageing (1), Operations Research Letters (1) and Experimental Economics (1).
- Countries: United States (5).
- From 2017 to 2026 (so far), authors at University of Maryland, College Park took part in 1,016 papers in the tracked journals, most of them in economics (374), operations research (196) and AI (174).
- 104 of them were published in 2025, against 103 in 2017.
- Since 2023, the institutions with the most of these papers were Wuhan University (14), Chaoyang University of Technology (13) and Institute of Theoretical and Applied Informatics (13).
- The journals publishing most of them were IEEE Transactions on Pattern Analysis and Machine Intelligence (21), Transportation Research Part C Emerging Technologies (15) and Public Relations Review (12).
- The most-cited of them is “A strategic framework for artificial intelligence in marketing” (Journal of the Academy of Marketing Science, 2020), with 2,041 citations.
- Across everything OpenAlex indexes, University of Maryland, College Park has 240,346 works with 24,619,773 citations (h-index 1,347).
- The tracked journals hold 941 of its 77,953 works in OpenAlex from 2017 to 2025 (1.2%).
- Its main research topics in OpenAlex are Particle physics theoretical and experimental studies (8,149), Quantum Chromodynamics and Particle Interactions (7,046) and Stellar, planetary, and galactic studies (5,426).
- OpenAlex lists it under University System of Maryland.

## Papers per year

*Papers per publication year and category*

| Category | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | 2026 (so far) |
|---|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:|
| [Economics](https://scholar4ai.com/categories/economics.md) | 42 | 43 | 37 | 36 | 46 | 38 | 38 | 27 | 35 | 32 |
| [Operations Research](https://scholar4ai.com/categories/operations-research.md) | 17 | 24 | 20 | 15 | 21 | 23 | 19 | 26 | 20 | 11 |
| [AI](https://scholar4ai.com/categories/ai.md) | 16 | 3 | 12 | 14 | 20 | 16 | 27 | 30 | 23 | 13 |
| [Marketing](https://scholar4ai.com/categories/marketing.md) | 7 | 7 | 7 | 6 | 5 | 4 | 5 | 4 | 10 | 11 |
| [Management](https://scholar4ai.com/categories/management.md) | 7 | 4 | 5 | 5 | 11 | 10 | 5 | 7 | 6 | 2 |
| [Finance](https://scholar4ai.com/categories/finance.md) | 6 | 5 | 9 | 7 | 5 | 4 | 4 | 1 | 5 | 0 |
| [Higher Education and Research](https://scholar4ai.com/categories/higher-education-and-research.md) | 1 | 4 | 3 | 1 | 3 | 4 | 1 | 8 | 2 | 1 |
| [Statistics](https://scholar4ai.com/categories/statistics.md) | 0 | 3 | 3 | 2 | 3 | 3 | 4 | 7 | 0 | 3 |
| [Accounting](https://scholar4ai.com/categories/accounting.md) | 3 | 3 | 3 | 0 | 1 | 1 | 0 | 2 | 3 | 0 |
| [Health Economics and Policy](https://scholar4ai.com/categories/health-economics-and-policy.md) | 2 | 1 | 2 | 0 | 1 | 2 | 0 | 5 | 0 | 1 |
| [Information Systems](https://scholar4ai.com/categories/information-systems.md) | 2 | 3 | 0 | 1 | 2 | 0 | 0 | 3 | 0 | 1 |
| All categories | 103 | 100 | 101 | 87 | 118 | 105 | 103 | 120 | 104 | 75 |

## Where the papers come from and its co-authors

*Journals with the most papers, since 2023*

| # | Journal | Papers |
|---:|---|---:|
| 1 | [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://scholar4ai.com/journals/ieee-transactions-on-pattern-analysis-and-machine-intelligence.md) | 21 |
| 2 | [Transportation Research Part C Emerging Technologies](https://scholar4ai.com/journals/transportation-research-part-c-emerging-technologies.md) | 15 |
| 3 | [Public Relations Review](https://scholar4ai.com/journals/public-relations-review.md) | 12 |
| 4 | [Energy Economics](https://scholar4ai.com/journals/energy-economics.md) | 11 |
| 5 | [Transportation Research Part A Policy and Practice](https://scholar4ai.com/journals/transportation-research-part-a-policy-and-practice.md) | 11 |
| 6 | [Energy Policy](https://scholar4ai.com/journals/energy-policy.md) | 10 |
| 7 | [IEEE Transactions on Knowledge and Data Engineering](https://scholar4ai.com/journals/ieee-transactions-on-knowledge-and-data-engineering.md) | 10 |
| 8 | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | 8 |
| 9 | [European Journal of Operational Research](https://scholar4ai.com/journals/european-journal-of-operational-research.md) | 7 |
| 10 | [AI & Society](https://scholar4ai.com/journals/ai-society.md) | 7 |

*Institutions with the most papers, since 2023*

| # | Institution | Papers |
|---:|---|---:|
| 1 | [Wuhan University](https://scholar4ai.com/institutions/wuhan-university.md) | 14 |
| 2 | Chaoyang University of Technology | 13 |
| 3 | Institute of Theoretical and Applied Informatics | 13 |
| 4 | [National Bureau of Economic Research](https://scholar4ai.com/institutions/national-bureau-of-economic-research.md) | 13 |
| 5 | Polish Academy of Sciences | 12 |
| 6 | [University of Electronic Science and Technology of China](https://scholar4ai.com/institutions/university-of-electronic-science-and-technology-of-china.md) | 12 |
| 7 | Oregon State University | 10 |
| 8 | University of Pittsburgh | 9 |
| 9 | [Carnegie Mellon University](https://scholar4ai.com/institutions/carnegie-mellon-university.md) | 8 |

*Countries with the most papers, since 2023*

| # | Country | Papers |
|---:|---|---:|
| 1 | United States | 402 |
| 2 | China | 105 |
| 3 | United Kingdom | 27 |
| 4 | Germany | 21 |
| 5 | Canada | 20 |
| 6 | Taiwan | 18 |
| 7 | Italy | 17 |
| 8 | Australia | 14 |
| 9 | Poland | 14 |
| 10 | Hong Kong | 13 |

*Keywords with the most papers, since 2023*

| # | Keyword | Papers |
|---:|---|---:|
| 1 | [COVID-19 pandemic](https://scholar4ai.com/keywords/covid-19-pandemic.md) | 18 |
| 2 | [China](https://scholar4ai.com/keywords/china.md) | 9 |
| 3 | [large language models](https://scholar4ai.com/keywords/large-language-models.md) | 9 |
| 4 | [artificial intelligence](https://scholar4ai.com/keywords/artificial-intelligence.md) | 8 |
| 5 | [catastrophic forgetting](https://scholar4ai.com/keywords/catastrophic-forgetting.md) | 7 |
| 6 | [combinatorial optimization](https://scholar4ai.com/keywords/combinatorial-optimization.md) | 6 |
| 7 | [consumer behavior](https://scholar4ai.com/keywords/consumer-behavior.md) | 6 |
| 8 | continual learning | 5 |
| 9 | [demand uncertainty](https://scholar4ai.com/keywords/demand-uncertainty.md) | 5 |
| 10 | [generative AI](https://scholar4ai.com/keywords/generative-ai.md) | 5 |

## Most-cited papers

*Most-cited papers since 2017*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 2,041 | 28.4 | [A strategic framework for artificial intelligence in marketing](https://doi.org/10.1007/s11747-020-00749-9) | [Journal of the Academy of Marketing Science](https://scholar4ai.com/journals/journal-of-the-academy-of-marketing-science.md) | 2020-11-04 | Ming‐Hui Huang, Roland T. Rust |
| 2 | 1,463 | 41.4 | [Artificial intelligence, firm growth, and product innovation](https://doi.org/10.1016/j.jfineco.2023.103745) | [Journal of Financial Economics](https://scholar4ai.com/journals/journal-of-financial-economics.md) | 2023-11-23 | Tania Babina, Anastassia Fedyk, Alex Xi He et al. |
| 3 | 1,332 | 12.5 | [HyperFace: A Deep Multi-Task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition](https://doi.org/10.1109/tpami.2017.2781233) | [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://scholar4ai.com/journals/ieee-transactions-on-pattern-analysis-and-machine-intelligence.md) | 2017-12-08 | Rajeev Ranjan, Vishal M. Patel, Rama Chellappa |
| 4 | 792 | 8.9 | [Shrinking the cross-section](https://doi.org/10.1016/j.jfineco.2019.06.008) | [Journal of Financial Economics](https://scholar4ai.com/journals/journal-of-financial-economics.md) | 2019-06-14 | Serhiy Kozak, Stefan Nagel, Shrihari Santosh |
| 5 | 678 | 10.1 | [Machine learning pipeline for battery state-of-health estimation](https://doi.org/10.1038/s42256-021-00312-3) | [Nature Machine Intelligence](https://scholar4ai.com/journals/nature-machine-intelligence.md) | 2021-04-05 | Darius Roman, Saurabh Saxena, Valentin Robu et al. |
| 6 | 602 | 8.1 | [Machine learning and AI in marketing – Connecting computing power to human insights](https://doi.org/10.1016/j.ijresmar.2020.04.005) | [International Journal of Research in Marketing](https://scholar4ai.com/journals/international-journal-of-research-in-marketing.md) | 2020-08-21 | Liye Ma, Baohong Sun |
| 7 | 581 | 6.5 | [Social cognitive career theory at 25: Empirical status of the interest, choice, and performance models](https://doi.org/10.1016/j.jvb.2019.06.004) | [Journal of Vocational Behavior](https://scholar4ai.com/journals/journal-of-vocational-behavior.md) | 2019-06-12 | Robert W. Lent, Steven D. Brown |
| 8 | 567 | 7.4 | [Virtual and augmented reality: Advancing research in consumer marketing](https://doi.org/10.1016/j.ijresmar.2020.04.004) | [International Journal of Research in Marketing](https://scholar4ai.com/journals/international-journal-of-research-in-marketing.md) | 2020-06-16 | Michel Wedel, Enrique Bigné, Jie Zhang |
| 9 | 548 | 7.4 | [Global patterns of ecologically unequal exchange: Implications for sustainability in the 21st century](https://doi.org/10.1016/j.ecolecon.2020.106824) | [Ecological Economics](https://scholar4ai.com/journals/ecological-economics.md) | 2020-09-04 | Christian Dorninger, Alf Hornborg, David J. Abson et al. |
| 10 | 481 | 6.1 | [Backpropagation algorithms and Reservoir Computing in Recurrent Neural Networks for the forecasting of complex spatiotemporal dynamics](https://doi.org/10.1016/j.neunet.2020.02.016) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | 2020-03-21 | Pantelis  Rafail Vlachas, Jaideep Pathak, Brian R. Hunt et al. |

## In OpenAlex

*University of Maryland, College Park in OpenAlex*

| Item | Value |
|---|---|
| Type | University |
| Location | College Park, Maryland, United States |
| Also known as | UMD, Universidad de Maryland, Université du Maryland |
| Part of | [University System of Maryland](https://openalex.org/I1317227900) |
| Units listed in OpenAlex | 9 |
| Works in OpenAlex | 240,346 |
| Citations | 24,619,773 |
| h-index | 1,347 |
| i10-index | 260,224 |
| 2-year mean citedness | 4.46 |
| Website | [umd.edu](https://umd.edu) |
| ROR | [ror.org/047s2c258](https://ror.org/047s2c258) |
| OpenAlex | [openalex.org/I66946132](https://openalex.org/I66946132) |

*Works and citations per year in OpenAlex, and its papers in the tracked journals*

| Year | Works in OpenAlex | Citations received | In the tracked journals | Share |
|---|---:|---:|---:|---:|
| 2026 (so far) | 9,242 | 502,163 | 75 | 0.8% |
| 2025 | 9,749 | 680,410 | 104 | 1.1% |
| 2024 | 9,804 | 693,009 | 120 | 1.2% |
| 2023 | 8,903 | 678,731 | 103 | 1.2% |
| 2022 | 8,414 | 669,237 | 105 | 1.2% |
| 2021 | 8,621 | 692,532 | 118 | 1.4% |
| 2020 | 8,612 | 624,619 | 87 | 1.0% |
| 2019 | 8,030 | 552,732 | 101 | 1.3% |
| 2018 | 8,111 | 489,792 | 100 | 1.2% |
| 2017 | 7,709 | 449,861 | 103 | 1.3% |

*Main research topics (OpenAlex, all works)*

| # | Topic | Field | Works |
|---:|---|---|---:|
| 1 | Particle physics theoretical and experimental studies | Physics and Astronomy | 8,149 |
| 2 | Quantum Chromodynamics and Particle Interactions | Physics and Astronomy | 7,046 |
| 3 | Stellar, planetary, and galactic studies | Physics and Astronomy | 5,426 |
| 4 | Astrophysical Phenomena and Observations | Physics and Astronomy | 4,943 |
| 5 | Astrophysics and Cosmic Phenomena | Physics and Astronomy | 4,652 |

From OpenAlex's own record of the institution (CC0), read again monthly. Works and citations count everything OpenAlex indexes, not only the tracked journals; topics are OpenAlex's classification of those works.

*Papers, newest first.*

| Date | Title | Journal | Authors | Affiliations |
|---|---|---|---|---|
| 2026-10-24 | [The value per statistical life in China: Evidence from medical expenditure of senior citizens](https://doi.org/10.1016/j.jeoa.2026.100669) | [The Journal of the Economics of Ageing](https://scholar4ai.com/journals/the-journal-of-the-economics-of-ageing.md) | Ao Yu | University of Maryland, College Park |
| 2026-10-23 | [Improved rounding algorithms for set cover via exponential clocks](https://doi.org/10.1016/j.orl.2026.107553) | [Operations Research Letters](https://scholar4ai.com/journals/operations-research-letters.md) | Kishen N. Gowda, Will Ma, Aravind Srinivasan et al. | University of Maryland, College Park; Columbia University |
| 2026-10-23 | [The impact of LLM-based recommendations on decisions under uncertainty](https://doi.org/10.1017/eec.2026.10062) | [Experimental Economics](https://scholar4ai.com/journals/experimental-economics.md) | Marty Haoyuan Chen, Emel Filiz‐Ozbay, Erkut Yusuf Ozbay | University of Maryland, College Park |
| 2026-10-21 | [Strict liability and moral hazard: Evidence from New York’s Scaffold law](https://doi.org/10.1016/j.irle.2026.106361) | [International Review of Law and Economics](https://scholar4ai.com/journals/international-review-of-law-and-economics.md) | R. Richard Geddes, Yeonkyeong Gina Park, Kunqi Zhang | Cornell University; University of Maryland, College Park |
| 2026-10-15 | [A novel multi-exposure-to-multi-mediator mediation model for imaging genetics studies of brain disorders](https://doi.org/10.1016/j.csda.2026.108482) | [Computational Statistics & Data Analysis](https://scholar4ai.com/journals/computational-statistics-data-analysis.md) | Neng Wang, ERIC V. SLUD, Tianzhou Ma | University of Maryland, College Park |

## Cite this page

Scholar4AI. (2026). University of Maryland, College Park. Journal and Conference Research Rankings. Retrieved November 4, 2026, from https://scholar4ai.com/institutions/university-of-maryland-college-park

```bibtex
@misc{scholar4ai-institutions-university-of-maryland-college-park,
  author = {{Scholar4AI}},
  title = {University of Maryland, College Park},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/institutions/university-of-maryland-college-park}},
  urldate = {2026-11-04},
  note = {Journal and Conference Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}
```

License: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/).