Author

Shuang Feng

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Open access Jun 2026

Explainable AI in Rotorcraft Aerodynamics: Autonomous Discovery and Dynamic Tracking of Vortex Ring State Mechanisms via Vision Transformers

This research provides direct visual evidence bridging black-box AI decisions with classical fluid mechanics, proposing a “Mechanism-Guided Verification” framework that offers a trustworthy pathway for the future certification of AI in safety-critical aerospace systems.

Xiang Zhou, Jiawei Sun, Jiannan Zhao et al. · Aerospace · 0 citations