I spent some time this weekend working on the write-up of my project with Adam Wheeler (Columbia) that uses data-driven methods (and no training labels—it is unsupervised, that is) to find stars with anomalous abundances. It's a beautifully simple method, and has many many applications. We are just using it to find Lithium-enriched stars, but there are many other things to try with it.
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