Towards Automated Air Traffic Safety Assessment Around Non-Towered Airports Using Large Language Models

Abstract: 

We investigate frameworks for post-flight safety analysis at non-towered airports using large language models (LLMs). 

Author: 
Darrell, Torsten
Ghazanfari, Mahyar
Kam, Jordan
Tabrizian, Amin
Wei, Peng
Publication date: 
January 1, 2026
Publication type: 
Journal Article
Citation: 
Darrell, T., Ghazanfari, M., Kam, J., Bayen, A., Tabrizian, A., & Wei, P. (2026). Towards Automated Air Traffic Safety Assessment Around Non-Towered Airports Using Large Language Models. https://bpb-us-w2.wpmucdn.com/web.seas.gwu.edu/dist/9/15/files/2026/05/CTAFSim-Aviation26-Mahyar.pdf