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

Author

Yufeng Qin

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Open access Jul 2026

Test-Time Adaptation for Cross-Domain Remaining Useful Life Prediction: When Does It Work and What Should Practitioners Use

Gradient-free adaptive BN gives the best risk–benefit trade-off, matching or outperforming them in five of six scenarios on C-MAPSS, and a four-step deployment workflow for cross-domain predictive maintenance is proposed.

Jinhe Yu, Jian-Yin Zhao, Yufeng Qin · 0 citations

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