Two-parameter Weibull or exponentiated exponential distributions describe simulated type Ia supernova extinction in 3D galaxies much better than the standard exponential PDF, and their use shifts fitted intrinsic SN colors redder by about 2σ.
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NOMAI applies XGBoost to SALT2 and Rainbow-derived features on ZTF alerts to reach 66% completeness and 58% purity for SLSNe, recovering 22 of 24 known active SLSNe in a two-month real-time test.
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Examining extinction distributions for type Ia supernovae in simulated 3D galaxies
Two-parameter Weibull or exponentiated exponential distributions describe simulated type Ia supernova extinction in 3D galaxies much better than the standard exponential PDF, and their use shifts fitted intrinsic SN colors redder by about 2σ.
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NOMAI : A real-time photometric classifier for superluminous supernovae identification. A science module for the Fink broker
NOMAI applies XGBoost to SALT2 and Rainbow-derived features on ZTF alerts to reach 66% completeness and 58% purity for SLSNe, recovering 22 of 24 known active SLSNe in a two-month real-time test.