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lipid-nanoparticle

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Zeisig0115 / Characterization-of-LNP-Drug-Delivery-Vehicles-by-Machine-Learning

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Machine learning-powered characterization of lipid nanoparticles (LNPs) using physics-based simulations and SAXS analysis. Our CNN and ResNet models enable rapid, cost-effective classification and size distribution prediction, offering an alternative to cryo-EM for nanomedicine applications.

machine-learning characterization physics-simulation small-angle-xray-scattering lipid-nanoparticle
  • Updated Jun 19, 2025
  • Python

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