Author

Peng Wei

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Open access 2026

Deep Learning-Based Monitoring of Flight Path Deviations for eVTOL Aircraft: A Gated Recurrent Unit Model Perspective

The feasibility of AI-basedomaly detection as a proof-of-concept framework for trajectory monitoring in future UAM operations is demonstrated, with further validation under real-world conditions required before operational deployment.

Jeongmin Kim, Peng Wei, Kyowon Song · IEEE transactions on intelli... · 0 citations

Preprint Aug 2026

Air Traffic Control Using Large Language Models: Prompt Engineering, Architecture, and Evaluation

This article experimentally evaluates whether large language models (LLMs) can generate operationally realistic ATC transmissions and outlines a concrete path and its current limits toward LLM-assisted ATC.

Mahyar Ghazanfari, Matthias Casanova, J. Kam et al. · 1 citation

Preprint Aug 2026

A Paragraph is Worth a Thousand Captions: Rethinking Text Supervision for Vision-Language Retrieval

It is shown that paragraph supervision enables effective use of long token sequences, whereas caption-only training degrades beyond 60 tokens, and paragraph supervision consistently benefits long-description benchmarks and hard negatives prove detrimental in text-only fine-tuning.

Mahyar Ghazanfari, Amin Tabrizian, Arsyi Aziz et al. · 0 citations

Preprint Jul 2026

End-to-End LLM Flight Planning with RAG-based Memory and Multi-modal Coach Agent

FRAMe signifies how advanced LLMs can be deployed for human-centric mission planning, translating natural language instructions into safe, efficient, and flexible flight routes.

Amin Tabrizian, Arsyi Aziz, Aarifah Ullah et al. · 1 citation