Synthetic rosette ice crystals are used to train ML models that predict effective density, effective surface area, and arm count from 2D projections, with high reported accuracy on synthetic test images.
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A Machine Learning Framework for Predicting Microphysical Properties of Ice Crystals from Cloud Particle Imagery
Synthetic rosette ice crystals are used to train ML models that predict effective density, effective surface area, and arm count from 2D projections, with high reported accuracy on synthetic test images.