Localized anomaly detection with a calorimeter normalizing flow

Raunav Mendiratta, Jason Weitz, Javier Duarte

Normalizing flows trained as fast calorimeter simulators also give the likelihood of each shower, which can serve as an anomaly score. Because this likelihood sums over every voxel…