Daniel L. Davis
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Researcher
Also affiliated: University of Illinois Urbana-Champaign (1968); Naval Postgraduate School (1976–1985)
Faculty Researcher
Research Areas
Biomedical Subjects
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Biography and Research Information
OverviewAI-generated summary
Daniel L. Davis's research focuses on the application of computational methods and large language models (LLMs) to software engineering and requirements validation. He has published work exploring the use of LLMs for classifying functional and nonfunctional requirements, as well as developing methods for automatic prompt generation in requirements validation processes. Davis also investigates flexible parametric models within architectural design, drawing parallels to software engineering practices.
His scholarly contributions include 26 publications with 224 citations and an h-index of 7. Davis has collaborated with Mariofanna Milanova on two shared publications. His recent activity indicates ongoing engagement in research, with publications dating as recently as 2025.
Metrics
- h-index: 7
- Publications: 26
- Citations: 225
Selected Publications
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Parsing Requirements for Automatic Prompting of Large Language Models for Requirements Validation (2025)
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Large Language Models for Classification of Functional and Nonfunctional Requirements (2025)
Collaboration Network
Top Collaborators
- Large Language Models for Classification of Functional and Nonfunctional Requirements
- Parsing Requirements for Automatic Prompting of Large Language Models for Requirements Validation
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