Review Maps Imaging and AI Pathways for Nanosphere Defect Inspection in ssalimpour

Salimpour Website |This review examines how microscopy and computational analysis can identify defects in self-assembled nanosphere structures used in photonics, sensing, coatings, drug delivery, and nanosphere lithography. It concludes that multimodal imaging, standardized datasets,

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Review Maps Imaging and AI Pathways for Nanosphere Defect Inspection

Review Maps Imaging and AI Pathways for Nanosphere Defect Inspection

This review examines how microscopy and computational analysis can identify defects in self-assembled nanosphere structures used in photonics, sensing, coatings, drug delivery, and nanosphere lithography. It concludes that multimodal imaging, standardized datasets, and data-efficient machine learning could improve quantitative inspection and feedback-guided assembly.