riddler: Type Ia supernovae spectral time series fitter
Abstract
riddler automates fitting of type Ia supernovae spectral time series. The code is comprised of a series of neural networks trained to emulate radiative transfer simulations from TARDIS (ascl:1402.018). Emulated spectra are then fit to observations using nested sampling implemented in UltraNest (ascl:1611.001) to estimate the posterior distributions of model parameters and evidences.
- Publication:
-
Astrophysics Source Code Library
- Pub Date:
- May 2024
- Bibcode:
- 2024ascl.soft05010M
- Keywords:
-
- Software