23 citations · 27 across the 2 of their papers we have counts for
4 papers
Feature Extraction on Synthetic Black Hole Images
Joshua Yao-Yu Lin, George N. Wong, Ben S. Prather +1
The Event Horizon Telescope (EHT) recently released the first horizon-scale images of the black hole in M87. Combined with other astronomical data, these images constrain the mass…
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…