Artificial Intelligence

High performance particle detectors provide such an amount of information that requires new analyses techniques. Machine Learning and, in particular, Deep Learning are unique tools that allow to elaborate information mapped in high-dimensional space.

For instance, we use deep learning to improve the particle identification to select high-purity samples of neutrinos, to resolve the low-energy particles produced by neutrino interactions that do not leave clear track in the detector, improve the reconstruction of the 3D position of charged particles propagating in the detector.