Publications

// research output · 6 entries

Peer-reviewed papers, preprints, and research essays on safe autonomy for aerospace systems. The full record lives on my Google Scholar profile.

06Total
03Peer-Reviewed
01Accepted
01Under Review
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Conference 2026

Fine-Tuning Large Language Models for Cooperative Tactical Deconfliction of Small Unmanned Aerial Systems

3rd Workshop on Multi-Agent Embodied Intelligent Systems Meet Agentic-AI era: Opportunities, Challenges and Futures (MEIS@CVPR 2026)

This paper presents a simulation-to-language data generation pipeline using BlueSky ATM for fine-tuning Large Language Models on cooperative tactical deconfliction of small UAS, achieving improved decision accuracy and reduced ...

LLMsAir Traffic ControlMulti-Agent
Conference 2026

eVTOL Aircraft Energy Overhead Estimation under Conflict Resolution in High-Density Airspaces

Integrated Communications Navigation, and Surveillance (ICNS) Conference

This paper characterizes electric Vertical Take-off and Landing (eVTOL) aircraft energy consumption under an autonomous tactical conflict resolution framework (the Modified Voltage Potential or MVP) in an unstructured high-dens...

Advanced Air MobilitySeparation Assurance
Conference 2024

Towards Intelligent Fault-Tolerant Attitude Flight Control of Fixed-Wing Aircraft

Lecture Notes in Electrical Engineering, Springer Nature, International Conference in Navigation Guidance and Control (ICGNC)

This paper was submitted as part of my master thesis. It delves into the use of Reinforcement Learning to enhance fault-tolerance in fixed-wing aircraft attitude flight control.

Flight ControlReinforcement LearningRobustness & Safety
Under Review 2026

Robust Multi-Agent Reinforcement Learning for Small UAS Separation Assurance under GPS Degradation and Spoofing

Control and Decision Conference (CDC) 2026

This paper is addresses realtime separation assurance and tactical deconfliction mechanisms of small Unmanned Aerial Systems via Multi-Agent Reinforcement Learning under GPS degradation and Spoofing.

Multi-AgentReinforcement LearningSeparation AssuranceRobustness & Safety
Essay 2025

Aircraft Traffic Control: Managing Order in a Crowded Sky

Scholarly blog post (Zenodo archived)

A conceptual overview of Air Traffic Control as a predictive, safety-critical control system.

Air Traffic Control