98 citations · 125 across the 12 of their papers we have counts for
Showing hep-exShow all
2 papers · 1 filter
hep-ex2024
Approximate Differentiable Likelihoods for Astroparticle Physics Experiments
Juehang Qin, Christopher Tunnell
Traditionally, inference in liquid xenon direct detection dark matter experiments has used estimators of event energy or density estimation of simulated data. Such methods have dra…
hep-ex2021★ 5 cited
Domain-informed neural networks for interaction localization within astroparticle experiments
Shixiao Liang, Aaron Higuera, Christina Peters +4
This work proposes a domain-informed neural network architecture for experimental particle physics, using particle interaction localization with the time-projection chamber (TPC) t…