Reconstructing Neutrino Energies with the NOvA Detectors

Michael BAIRD, Erica SMITH
2018 Zenodo  
NOvA is a long-baseline neutrino oscillation experiment that aims to investigate the neutrino mass ordering, probe the lepton sector CP violating phase factor, and improve the limits on current neutrino oscillation parameters by measuring oscillations of both neutrinos and anti-neutrinos produced in the NuMI beam at Fermilab. Careful comparisons of the neutrino energy spectrum measured by the Near Detector, located 1 km from the NuMI target, and again at the Far Detector 810 km away near Ash
more » ... km away near Ash River, MN, drive the main oscillation analyses. Therefore, precision measurements are maximized by achieving the best possible energy resolution in each detector. This poster presents current, traditional methods of estimating electron and muon neutrino energies, and investigates the potential for deep-learning approaches to energy estimation.
doi:10.5281/zenodo.1301120 fatcat:tij2lqcbu5c35b3lgmugzfvroy