Author

Ruihao Xin

2 papers indexed here

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Open access Sep 2026

Elastic Ranking-Driven Time Series Feature Optimization for Aeroengine Remaining Useful Life Prediction

This paper proposes a hierarchical recurrent neural network framework that leverages a context-gated mechanism and the elastic sorting of time series indicators, addressing the strong dynamic coupling characteristics of aeroengine operational time series data. This framework addresses the coupling of multi-physical fie...

Rui-Hao Xin, Su-Dan Bai, Jian-Kang Fan et al. · Entropy · 0 citations

#artificial intelligence Review Aug 2026

DISTAL: Distillation and Self-Supervised Pretraining for Structure-Agnostic Materials Property Prediction

DISTAL is a dual-prior framework for structure-agnostic materials property prediction that combines self-supervised compositional pretraining with structure-aware knowledge distillation and achieves the strongest overall performance among all evaluated feature combinations.

Wei-Ran Wang, Xin-Tong Huo, Yue-Ying Wang et al. · 0 citations