Author

Hong-Yu Huang

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Open access Sep 2026

Phy-Ture: A Physics-Guided Fusion and FeaTure Processing Framework for Unmanned Helicopter Dynamics Modeling

In this framework, the sequential dynamics estimates from the first-principles based model are fused with raw state-control input sequences to implement physics-guided feature augmentation and a time-series decomposition and prediction module is introduced to explicitly decouple and model dynamic components across dist...

Bo-Han Zhang, Chao Chen, Jiang-Lan Fu et al. · Journal of Machine Learning... · 0 citations

Open access Aug 2026

Location-private traffic flow prediction via an encrypted geometric recruitment framework

This work proposes a location privacy-preserving traffic flow prediction framework that moves all location-sensitive operations into an encrypted recruitment protocol and builds a Gated Recurrent Unit (GRU) based traffic flow prediction model that operates on high-fidelity time series under strict location privacy cons...

Fei Meng, Hong-Yu Huang, Cui Sun et al. · PeerJ Computer Science · 0 citations