Solaris, a transformer with roughly 100 million parameters trained on 13 years of SDO solar images, forecasts the Sun's atmosphere 12 hours ahead and fine-tunes to a data-poor wavelength better than training from scratch.
A machine- learning data set prepared from the nasa solar dynamics observatory mission
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Solaris: A Foundation Model of the Sun
Solaris, a transformer with roughly 100 million parameters trained on 13 years of SDO solar images, forecasts the Sun's atmosphere 12 hours ahead and fine-tunes to a data-poor wavelength better than training from scratch.