101 citations · 344 across the 19 of their papers we have counts for
3 papers · 1 filter
Gravitational Lensing of the Cosmic Neutrino Background
Joshua Yao-Yu Lin, Gilbert Holder
We study gravitational lensing of the cosmic neutrino background. This signal is undetectable for the foreseeable future, but there is a rich trove of information available. At lea…
Deblending and Classifying Astronomical Sources with Mask R-CNN Deep Learning
Colin J. Burke, Patrick D. Aleo, Yu-Ching Chen +4
We apply a new deep learning technique to detect, classify, and deblend sources in multi-band astronomical images. We train and evaluate the performance of an artificial neural net…
Machine Learning Templates for QCD Factorization in the Search for Physics Beyond the Standard Model
Joshua Lin, Wahid Bhimji, Benjamin Nachman
High-multiplicity all-hadronic final states are an important, but difficult final state for searching for physics beyond the Standard Model. A powerful search method is to look for…