Reading the Aurora: What Transformer Attention Sees in Auroral Spectra
A 1D Vision Transformer classifies auroral emission spectra, and its attention maps rediscover known emission lines without any physics prior.
Foundation Models in Astronomy: Why They Matter
An overview of foundation models applied to astronomical data analysis.
Galaxy Morphological Classification with Deep Learning
How deep learning is changing the way we classify galaxies, and the role of datasets like Galaxy Zoo.