10 citations · 16 across the 2 of their papers we have counts for
2 papers
hep-ex2023★ 10 cited
Generative Machine Learning for Detector Response Modeling with a Conditional Normalizing Flow
Allison Xu, Shuo Han, Xiangyang Ju +1
In this paper, we explore the potential of generative machine learning models as an alternative to the computationally expensive Monte Carlo (MC) simulations commonly used by the L…
astro-ph.IM2021★ 6 cited
Improved Sensitivity of the DRIFT-IId Directional Dark Matter Experiment using Machine Learning
J. B. R. Battat, C. Eldridge, A. C. Ezeribe +18
We demonstrate a new type of analysis for the DRIFT-IId directional dark matter detector using a machine learning algorithm called a Random Forest Classifier. The analysis labels e…