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Sara-Grace Lien
- BS studentBSDepartment of MathematicsUC Irvine20212025
- BS studentBSDepartment of MathematicsUC Irvine20212025
- TRIP Program StudentITS-IrvineUC Irvine20242024
Record last updated: September 22, 2025.
Related Information
ITS Affiliations
Recent Projects
Complete | Jul 2024—Aug 2025
Research Team:
Department(s):
Recent Research Products
conference paper |
Jan 2025
Optimizing Prompt Engineering for LLMs in Transportation: A Freeway Segment Analysis Case Study
Proceedings, 104th Annual Meeting of the Transportation Research Board
Publications
Note: Publications listed below are generally limited to those associated activity during Sara-Grace Lien's affiliation with ITS-Irvine. The list may be incomplete. For a more comprehensive list, please consult other data sources in their Related Information.
Conference Papers
- Chenyu Yuan, Sara-Grace Lien, Wen-Long Jin and Stephen Ritchie (2025) “Optimizing Prompt Engineering for LLMs in Transportation: A Freeway Segment Analysis Case Study”, in Proceedings, 104th Annual Meeting of the Transportation Research Board. Washington, D.C.. [ITS-Irvine record]