Using Machine Learning to find quasar lenses in DESI data
Mar 21, 2024
Have you ever looked through a wine glass and noticed objects farther away appear distorted? This effect, caused by the bending of light as it passes through the curved surface, is somewhat similar to strong gravitational lensing; like the wine glass warping light from distant objects, a foreground galaxy warps the appearance of a galaxy behind it by magnifying it, distorting it into arcs, and/or creating multiple images of it [Figure 2]. In my research, I use machine learning and data from the Dark Energy Spectroscopic Instrument (DESI) to look for a specific type of gravitational lens: a quasar lensing a background galaxy. But I want to learn about the lens itself, not the galaxy behind it.