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Author

Xiaofang Qin

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Open access Jul 2026

Mitochondrial gene orf224 triggers retrograde signaling and reprogramming of anther cell fate in Brassica napus Polima CMS

The results demonstrate that pol CMS sterility results from ORF224‐mediated mitochondrial stress that reprograms anther cell fate from reproductive to somatic development, with ABA reinforcing developmental arrest, while programmed cell death occurs as a late downstream consequence.

Yilei Zhang, Tian Lv, Haiyi Zhao et al. · 0 citations
Jul 2026

Cold-Start Motor Condition Monitoring Using Multi-Sensor Signals and Pseudo-Supervised Machine Learning.

As predictive maintenance transitions from the data-centric paradigm of Industry 4.0 to the sustainable, human-centric framework of Industry 5.0, diagnosing servo motor conditions faces the dual challenges of data scarcity and a profound lack of labeled fault samples. To address this cold-start problem, we present a ps...

Zhixin Ming, Xiaofang Qin, Yingze Ye · 0 citations

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