The first three observing runs of Advanced LIGO and Advanced Virgo have yielded tens of observations of compact binary coalescences. As detector sensitivity increases the size of the gravitational-wave transient catalog will vastly increase in the coming years.
Extracting all the available information from this data requires sophisticated computational methods. In this talk, I will describe methods to efficiently and accurately characterize the population of astrophysical gravitational-wave sources.