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Luyao Ma

affiliation not provided to SSRN

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Deep learning guided design of a biomimetic manta ray fin micromixer for nanoliposome fabrication

Number of pages: 39 Posted: 06 Jun 2026
Wei Zhou, Yi Zhou, Zikang Wang, Peng Yang, Dongjiao Chen, Luyao Ma and Wenqiang Zhang
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and China Agricultural University
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Microfluidic chips, Deep Learning, Computational fluid dynamics, Biomimetic manta ray pectoral fin, Nanoliposome preparation.