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Research


 

Molecular gas in high redshift galaxies↗

Estimating the cold molecular gas mass of strongly lensed z=2.9 galaxies with ALMA CO(3-2) data.

Mass of the Milky Way↗

Applying a Bayesian hierarchical model and NUTS to 6D phase-space information from halo stars to constrain the mass distribution of the Milky Way's dark halo.

Disentangling stellar age estimates from Galactic evolution↗

We estimate stellar ages from labels containing information from both stellar evolution (intrinsic to the star) and Galactic evolution (environment, extrinsic to the star). We develop a probabilistic machine learning estimator and use SHAP values to explain and quantify how much of the age information is coming from intrinsic sources.

Software for Dragonfly↗

Camera control software for the narrowband upgrade to the Dragonfly Telephoto Array.