114 citations · 568 across the 19 of their papers we have counts for
3 papers · 2 filters
Quantification of Unknown Unknowns in Astronomy and Physics
Peter Hatfield
Uncertainty quantification is a key part of astronomy and physics; scientific researchers attempt to model both statistical and systematic uncertainties in their data as best as po…
The sensitivity of GPz estimates of photo-z posterior PDFs to realistically complex training set imperfections
Natalia Stylianou, Alex I. Malz, Peter Hatfield +2
The accurate estimation of photometric redshifts is crucial to many upcoming galaxy surveys, for example the Vera C. Rubin Observatory Legacy Survey of Space and Time (LSST). Almos…
Rubin-Euclid Derived Data Products: Initial Recommendations
Leanne P. Guy, Jean-Charles Cuillandre, Etienne Bachelet +117
This report is the result of a joint discussion between the Rubin and Euclid scientific communities. The work presented in this report was focused on designing and recommending an…