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Yi-Ming He

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Conference Aug 2026

A Novel LLM-Enabled Neural Architecture Search Method for Compositional Generalization Fault Diagnosis

Neural architecture search (NAS) is increasingly important for reducing manual trial-and-error in deep fault diagnosis model design. This demand is even more pronounced in system-level compound fault diagnosis, where heterogeneous subsystems, cross-component coupling, and unseen fault compositions make architecture des...

Jing Luo, Xue Zhou, Xia-Yang Song et al. · 0 citations
2026

A Physics-Constrained Deep Learning Framework With GAN-Based Data Augmentation for FY-3G MWRI-RM Precipitation Retrieval

Precipitation is a key component of the global water cycle, and spaceborne passive microwave remote sensing is one of the main means for global precipitation monitoring. This article proposes a semiempirical and semiphysical precipitation retrieval framework for FengYun-3G (FY-3G) Microwave Radiance Imager-Rainfall Mea...

Yi-Ming He, Zhi-Wei Wu, Ke Chen · 0 citations

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