activity
19932023
most citedemcee: The MCMC Hammer

12.4k citations · 72.7k across the 276 of their papers we have counts for

collaborators

278 papers

astro-ph.CO2023★ 5 cited

Constraining cosmology with the Gaia-unWISE Quasar Catalog and CMB lensing: structure growth

David Alonso, Giulio Fabbian, Kate Storey-Fisher +4

We study the angular clustering of Quaia, a Gaia- and unWISE-based catalog of over a million quasars with an exceptionally well-defined selection function. With it, we derive cosmo…

astro-ph.GA2023

KPM: A Flexible and Data-Driven K-Process Model for Nucleosynthesis

Emily J. Griffith, David W. Hogg, Julianne J. Dalcanton +4

The element abundance pattern found in Milky Way disk stars is close to two-dimensional, dominated by production from one prompt process and one delayed process. This simplicity is…

astro-ph.GA2023★ 72 cited

Quaia, the Gaia-unWISE Quasar Catalog: An All-Sky Spectroscopic Quasar Sample

Kate Storey-Fisher, David W. Hogg, Hans-Walter Rix +4

We present a new, all-sky quasar catalog, Quaia, that samples the largest comoving volume of any existing spectroscopic quasar sample. The catalog draws on the 6,649,162 quasar can…

cs.LG2023★ 1 cited

Equivariant geometric convolutions for emulation of dynamical systems

Wilson G. Gregory, David W. Hogg, Ben Blum-Smith +3

Machine learning methods are increasingly being employed as surrogate models in place of computationally expensive and slow numerical integrators for a bevy of applications in the…

astro-ph.GA2023★ 12 cited

The Panchromatic Hubble Andromeda Treasury XX: The Disk of M31 is Thick

Julianne J. Dalcanton, Eric F. Bell, Yumi Choi +6

We present a new approach to measuring the thickness of a partially face-on stellar disk, using dust geometry. In a moderately-inclined disk galaxy, the fraction of reddened stars…

stat.ML2023★ 9 cited

Towards fully covariant machine learning

Soledad Villar, David W. Hogg, Weichi Yao +2

Any representation of data involves arbitrary investigator choices. Because those choices are external to the data-generating process, each choice leads to an exact symmetry, corre…