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Xinyu Qian

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Jul 2026

Spatiotemporal encoding and variational dual-gated decoding for remaining useful life prediction

A novel RUL prediction framework that integrates a spatiotemporal encoding mechanism with a variational dual-gated decoding architecture, which outperforms state-of-the-art baselines across multiple subsets, achieving superior performance in terms of RMSE and Score.

Dan Xu, Xinyu Qian, Yang Zhou et al. · 0 citations