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Ding-Hao Yang

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Preprint Sep 2026

A physics-enhanced bidirectional multi-order graph fusion network for interpretable bearing remaining useful life prediction

Accurate prediction of bearing remaining useful life (RUL) is a key challenge for intelligent maintenance. Although deep learning-based prediction methods have showed effectiveness, existing methods still have limitations in learning nonlinear bearing degradation processes and model interpretability. Especially in engi...

Haoxuan Zhang, Ding-Hao Yang, Kang-Ning Zhang et al. · 0 citations
Open access Aug 2026

A Deep Reconstruction Framework with Ringing Artifact Suppression for Overexposed Remote Sensing Image Restoration

RPCR-Net improves the Peak Signal-to-Noise Ratio (PSNR) from 29.08 dB to 37.06 dB and the Structural Similarity Index Measure (SSIM) from 0.8795 to 0.9549 and can generate high-quality images such as image reconstruction and robustness improvement in optical systems.

Ding-Hao Yang, Y. Xing, Hong-Mei Li et al. · 0 citations

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