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Siying Huang on Muck Rack

Siying Huang

As seen in: Nature, Wiley Online Library, MDPI, Science Magazine, Physical Review B
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Articles

Physics-guided reinforcement learning for structured illumination microscopy

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By Junli Wu, Qiurong Yan, Siying Huang, Haoran Zhang, Junyuan Yin, Xiaolong Luo, Zhiqiang Wen
| Nature Verified
Abstract Structured illumination microscopy improves fluorescence imaging by shifting fine specimen information into the observable passband, but reconstructions often deteriorate when illumination phases, fringe contrast or noise depart from calibrated conditions. Existing learning-based methods usually compensate for these imperfections only after acquisition.
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NEK2 promotes oral squamous cell carcinoma progression and serves as a diagnostic and therapeutic target

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By Haiying Wu, Siying Huang, Ningxiang Wu, Weihua Chen
| Nature Verified
Abstract NIMA - related kinase 2 (NEK2), belonging to the NIMA family, is intricately linked to tumorigenesis and tumor progression. Nevertheless, its biological functions and underlying mechanisms in oral squamous cell carcinoma (OSCC) remain elusive. The protein expression level of NEK2 in clinical OSCC samples was evaluated using immunohistochemical staining, and its prognostic impact on OSCC patients was analyzed via Kaplan-Meier survival analysis.
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Optimizing the Fulvic Acid Potassium to Inorganic Fertilizer Ratio Mitigates Disc Filter Clogging in Drip Fertigation

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By Chang Lv, Siying Huang, Shangtong Yang
| Wiley Online Library Verified
Article title in French: Optimisation du rapport entre l'acide fulvique potassique et les engrais inorganique atténue l'encrassement du filtre à disque dans la fertigation goutte à goutte. C., J.You, S.Huang, et al. 2026. “Optimizing the Fulvic Acid Potassium to Inorganic Fertilizer Ratio Mitigates Disc Filter Clogging in Drip Fertigation.” Irrigation and Drainage1–14. Lv, https://doi.org/10.1002/ird.70121. Conflicts of Interest The authors declare no conflicts of interest.
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