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Showing 2024 · cs.LGShow all
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cs.LG2024★ 4 cited
Enhanced Spatial Clustering of Single-Molecule Localizations with Graph Neural Networks
Jesús Pineda, Sergi Masó-Orriols, Montse Masoliver +4
Single-molecule localization microscopy generates point clouds corresponding to fluorophore localizations. Spatial cluster identification and analysis of these point clouds are cru…
cs.LG2024★ 8 cited
Transfer learning-assisted inverse modeling in nanophotonics based on mixture density networks
Liang Cheng, Prashant Singh, Francesco Ferranti
The simulation of nanophotonic structures relies on electromagnetic solvers, which play a crucial role in understanding their behavior. However, these solvers often come with a sig…