2 citations · 2 across the 1 of their papers we have counts for
3 papers
hep-ex2025
Identifying environmentally induced calibration changes in cryogenic RF axion detector systems using Deep Neural Networks
Andrew Engel, Thomas Braine, Christian Boutan
The axion is a compelling hypothetical particle that could account for the dark matter in our universe, while simultaneously explaining why quark interactions within the neutron do…
astro-ph.HE2024
Anomaly Detection and Approximate Similarity Searches of Transients in Real-time Data Streams
P. D. Aleo, A. W. Engel, G. Narayan +29
We present LAISS (Lightcurve Anomaly Identification and Similarity Search), an automated pipeline to detect anomalous astrophysical transients in real-time data streams. We deploy…
astro-ph.IM2023★ 2 cited
Evaluating Physically Motivated Loss Functions for Photometric Redshift Estimation
Andrew Engel, Jan Strube
Physical constraints have been suggested to make neural network models more generalizable, act scientifically plausible, and be more data-efficient over unconstrained baselines. In…