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astro-ph.GA2025
Identifying catastrophic outlier photometric redshift estimates in the COSMOS field with machine learning methods
Mitchell T. Dennis, Esther M. Hu, Lennox L. Cowie
We present the result of two binary classifier ensembled neural networks to identify catastrophic outliers for photo-z estimates within the COSMOS field utilizing only 8 and 5 phot…
astro-ph.GA2023
Machine Learning the Tip of the Red Giant Branch
Mitchell Dennis, Jeremy Sakstein
A method for investigating the sensitivity of the tip of the red giant branch (TRGB) I band magnitude to stellar input physics is presented.~We compute a grid of 125,00…