150 citations · 970 across the 31 of their papers we have counts for
3 papers · 1 filter
Parameter Inference from Event Ensembles and the Top-Quark Mass
Forrest Flesher, Katherine Fraser, Charles Hutchison +2
One of the key tasks of any particle collider is measurement. In practice, this is often done by fitting data to a simulation, which depends on many parameters. Sometimes, when the…
Image segmentation for analyzing galaxy-galaxy strong lensing systems
Bryan Ostdiek, Ana Diaz Rivero, Cora Dvorkin
The goal of this paper is to develop a machine learning model to analyze the main gravitational lens and detect dark substructure (subhalos) within simulated images of strongly len…
Extracting the Subhalo Mass Function from Strong Lens Images with Image Segmentation
Bryan Ostdiek, Ana Diaz Rivero, Cora Dvorkin
Detecting substructure within strongly lensed images is a promising route to shed light on the nature of dark matter. However, it is a challenging task, which traditionally require…