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Learning Gaia: A Generative Model Trained on the Gaia Data Release 3 Source Catalog

Soltis, John
arXiv (All) · Papers
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astrophysics-of-galaxies
I train a conditional flow matching model on the positions, photometry, and astrometry of $\sim$ 579 million sources from the Gaia Data Release 3 Source Catalog. Using a probabilistic masking scheme during training, I develop a model capable of generating mock Gaia catalog sources with and without p
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