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Ghosts of Eruptions Past: Searching for Historical Galactic Supernovae using Variable Thermal Dust Echoes and Machine Learning

Authors: Justin Vega, Kishalay De, Ashish Mahabal, Jacob E. Jencson, Viraj R. Karambelkar, Armin Rest, Megan Masterson

Justin Vega et al 2026 The Astrophysical Journal 1008 .

Provider: AAS Journals

Caption: Figure 7.

The validation accuracy for 30 iterations each for the triplet model (pink) and 18 epoch model (blue), as evaluated on a validation set of 800 candidates. Thicker lines indicate the average accuracy for each model type.

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