Conveners
Day 3 Afternoon
- Adam Aurisano (University of Cincinnati)
- Corey Adams (Argonne National Laboratory)
NOvA is a long-baseline neutrino experiment primarily studying neutrino oscillations in the NuMI beam from Fermi National Laboratory (FNAL), USA. It consists of two functionally identical, finely granulated detectors which are separated by 809 km and situated 14.6 mrad off the NuMI beam axis from FNAL. A new set of oscillation results were shown at the Neutrino 2020 conference. Key to these...
NOvA is an accelerator neutrino experiment with an 810 km baseline. Using the NuMI beam from Fermilab, it measures electron neutrino appearance and muon neutrino disappearance at its far detector. NOvA has embraced a wide range of deep learning methods. Here we will focus on energy regression CNNs. NOvA has developed a regression CNN that takes the raw cells from the detector as inputs, and...
In this talk we discuss application of the recurrent neural networks to the
task of energy reconstruction at the NOvA experiment. NOvA is a long-baseline
accelerator based neutrino oscillation experiment that holds a leading
measurement of the $\Delta m_{32}^2$ oscillation parameter. In order to achieve
good estimation of the oscillation parameters it is imperative to have a good
neutrino...
The NOvA experiment is a long baseline neutrino oscillation experiment measuring neutrino oscillations and cross sections using the NuMI beam at Fermilab. Reconstructing particles produced in neutrino interactions provides the basis for neutrino energy estimation and final state identification for cross section measurements and interaction model tuning. This talk will present an end-to-end...
