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An Unsupervised Method for Identifying X-enriched Stars Directly from Spectra: Li in LAMOST

An Unsupervised Method for Identifying X-enriched Stars Directly from Spectra: Li in LAMOST

Abstract Stars with peculiar element abundances are important markers of chemical enrichment mechanisms. We present a simple method, tangent space projection (TSP), for the detection of X -enriched stars, for arbitrary elements X , even from blended lines. Our method does not require stellar labels, but instead directly estimates the …