SUMAC applies UMAP and HDBSCAN to JWST/NIRSpec PRISM IFS data of SGAS111020.0+645950.8 at z=2.481, recovering six populations separated by emission lines, continuum slopes, and Balmer features.
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UNVERDICTED 2representative citing papers
LEGGOS presents a uniform framework that jointly models lensing, photometry, and integral-field spectroscopy to disentangle stellar populations in clumps of high-redshift lensed galaxies.
citing papers explorer
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LEGGOS III: Mapping Star Formation and Dust in Gravitationally Lensed Galaxies with $\textit{SUMAC}$, a UMAP and Clustering Framework
SUMAC applies UMAP and HDBSCAN to JWST/NIRSpec PRISM IFS data of SGAS111020.0+645950.8 at z=2.481, recovering six populations separated by emission lines, continuum slopes, and Balmer features.
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LEGGOS I: The JWST LEGGOS Survey -- LEnsing and Galaxy Growth: Observing Substructures -- Unpacks the Nature of Clumpy Star Formation and Quenching in Gravitationally Lensed Galaxies beyond Cosmic Noon
LEGGOS presents a uniform framework that jointly models lensing, photometry, and integral-field spectroscopy to disentangle stellar populations in clumps of high-redshift lensed galaxies.