Search Results for author: Joel Leja

Found 2 papers, 1 papers with code

Monte Carlo Techniques for Addressing Large Errors and Missing Data in Simulation-based Inference

no code implementations7 Nov 2022 Bingjie Wang, Joel Leja, Ashley Villar, Joshua S. Speagle

However, the huge amount of data also poses an immediate computational challenge: current tools for inferring parameters from the light of galaxies take $\gtrsim 10$ hours per fit.

SPECULATOR: Emulating stellar population synthesis for fast and accurate galaxy spectra and photometry

1 code implementation26 Nov 2019 Justin Alsing, Hiranya Peiris, Joel Leja, ChangHoon Hahn, Rita Tojeiro, Daniel Mortlock, Boris Leistedt, Benjamin D. Johnson, Charlie Conroy

We present \textsc{speculator} -- a fast, accurate, and flexible framework for emulating stellar population synthesis (SPS) models for predicting galaxy spectra and photometry.

Instrumentation and Methods for Astrophysics Astrophysics of Galaxies

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