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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Xiaoli Zhao

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3 papers indexed here

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Sep 2026

A health-state assessment method for electromechanical actuators in reusable rockets based on channel-aware temporal memory

Electromechanical actuators (EMAs) are critical components of thrust vector control in reusable launch vehicles, but health-state assessment is hindered by limited, heterogeneous, and noise-sensitive telemetry. This paper presents MCTM-Net, a channel-aware temporal memory network that preserves channel identity before...

Xian-Song He, Chungang Zhao, Shuang-Lu Li et al. · 0 citations
Oct 2026

Remaining Useful Life Prediction of Aeroengines via Target-Domain Mutual Information and Fine-Grained Alignment

Predicting the remaining useful life (RUL) of aeroengines across different operating conditions, traditional cross-domain learning struggles to capture the intrinsic semantics of the target domain, resulting in prediction results that are highly sensitive to uncertainty in the target-domain distribution. Furthermore, f...

Ji-Chao Zhuang, Yongquan Lie, Xiao-Li Zhao et al. · 0 citations
Aug 2026

Dynamic pseudo-label guided adversarial multi-scale graph convolutional network for cross-domain fault diagnosis.

A Dynamic Pseudo-Label Guided Adversarial Multi-Scale Graph Convolutional Network (DPAMGCN) for unsupervised cross-domain fault diagnosis and a dynamic threshold-based pseudo-label filtering strategy is proposed that enhances the model's generalization capability.

Jinqi Gao, Bo Zhang, Tianlong Huo et al. · 0 citations

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