36 citations · 115 across the 15 of their papers we have counts for
4 papers · 1 filter
Generative adversarial neural networks for simulating neutrino interactions
Jose L. Bonilla, Krzysztof M. Graczyk, Artur M. Ankowski +4
We propose a new approach to simulate neutrino scattering events as an alternative to the standard Monte Carlo generator approach. Generative adversarial neural network (GAN) model…
Theory of Neutrino Physics -- Snowmass TF11 (aka NF08) Topical Group Report
André de Gouvêa, Irina Mocioiu, Saori Pastore +44
This is the report for the topical group Theory of Neutrino Physics (TF11/NF08) for Snowmass 2021. This report summarizes the progress in the field of theoretical neutrino physics…
Assessing the accuracy of the GENIE event generator with electron-scattering data
Artur M. Ankowski, Alexander Friedland
Precision neutrino oscillation experiments of the future---of which DUNE is a prime example---require reliable event generator tools. The 1--4 GeV energy regime, in which DUNE will…
Lepton-Nucleus Cross Section Measurements for DUNE with the LDMX Detector
Artur M. Ankowski, Alexander Friedland, Shirley Weishi Li +4
We point out that the LDMX (Light Dark Matter eXperiment) detector design, conceived to search for sub-GeV dark matter, will also have very advantageous characteristics to pursue e…