4 papers
Air Traffic Control Using Large Language Models: Prompt Engineering, Architecture, and Evaluation
Mahyar Ghazanfari, Matthias Casanova, Jordan Kam +4
Air traffic control (ATC) communication is a safety-critical dialogue that remains largely human-driven even as other parts of air traffic management have been semi-automated. In t…
A Paragraph is Worth a Thousand Captions: Rethinking Text Supervision for Vision-Language Retrieval
Mahyar Ghazanfari, Amin Tabrizian, Arsyi Aziz +2
Contrastive vision-language models such as CLIP and BLIP are typically trained on short image captions, limiting their ability to retrieve images from detailed textual descriptions…
End-to-End LLM Flight Planning with RAG-based Memory and Multi-modal Coach Agent
Amin Tabrizian, Arsyi Aziz, Aarifah Ullah +3
Bridging the gap between human pilot intent and autonomous flight operation is critical for real-world electric vertical takeoff and landing (eVTOL) aircraft deployment. Flight pla…
EO-Agents: A Three-Agent LLM Pipeline for Earth Observation Hypothesis Generation
Mahyar Ghazanfari, Amin Tabrizian, Armin Mehrabian +1
Large language models have recently been explored for scientific hypothesis generation, but most prior work relies on unstructured literature and free-form textual claims. We prese…