Discovering how ice crystals grow using neural ODEs and symbolic regression
Depositional ice growth strongly influences the evolution and lifetime of ice-containing clouds on Earth and Mars, yet its physics remain uncertain because the earliest stages of ice-crystal growth cannot be directly observed and are sparsely sampled in laboratory settings. Here, we use physics-informed machine learnin...
Kara Diane Lamb, Jerry Y. Harrington, Alfred M. Moyle et al.
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