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Jin-Quan Huang

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Open access Sep 2026

A Hybrid TCN–BiLSTM–Attention Framework for Turboshaft Engine Performance Prediction

Prediction of turboshaft engine performance parameters is essential for engine health management, however, traditional physics-based models and shallow neural networks struggle to effectively model the complex nonlinear characteristics of time-series data. To overcome these limitations, a hybrid model integrating a Tem...

Cheng-Jiu Wang, Jing-Ru Chen, Xin Zhou et al. · 0 citations
Aug 2026

Dynamically quantum attack detection for quantum key distribution based on deep representations

A dynamic evolutionary attack detection scheme for practical QKD, in which Eve’s attack feature could be vectorized by a well-designed embedding model and dynamically self-update to an attack feature vector database, which significantly improves the generalization capability of quantum attack detection and promotes the...

Minjie Liu, Ye Chen, Xiaodong Fan et al. · 0 citations

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