3 papers
hep-ex2026
Electromagnetic Shower Reconstruction and Identification in FASER's Emulsion Detector for LHC Forward Neutrino Measurements
FASER Collaboration, Roshan Mammen Abraham, Xiaocong Ai +137
We present methods for electromagnetic shower reconstruction and identification in the FASERnu emulsion detector using 100 GeV and 200 GeV electron test-beam data from the CERN SPS…
hep-ex2026
Towards foundation-style models for energy-frontier heterogeneous neutrino detectors via self-supervised pre-training
Saúl Alonso-Monsalve, Saúl Alonso-Monsalve, Fabio Cufino +4
Accelerator-based neutrino physics is entering an energy-frontier regime in which interactions reach the TeV scale and produce exceptionally dense, overlapping detector signatures.…
hep-ex2025
Unsupervised Particle Tracking with Neuromorphic Computing
Emanuele Coradin, Fabio Cufino, Muhammad Awais +6
We study the application of a neural network architecture for identifying charged particle trajectories via unsupervised learning of delays and synaptic weights using a spike-time-…