NuMI beamline and Machine Learning Applications using Muon Monitors at Fermilab
Year: 2025
Type: conference-paper
Abstract: The Neutrinos at the Main Injector (NuMI) beamline at Fermilab generates an intense muon neutrino beam for the NOvA (NuMI Off-axis νe Appearance) long-baseline neutrino experiment. This talk will provide an overview of the NuMI beamline, highlighting its components, recent upgrades, and operational advancements. In addition, we will discuss the application of Machine Learning (ML) algorithms developed to predict anomalies and monitor beam operation conditions.
DOI: 10.2172/2549332
Author: Athula Wickremasinghe
Institution: Fermi National Accelerator Laboratory
Language: English
Topic: Neutrino Physics Research
Subfield: Nuclear and High Energy Physics
Field: Physics and Astronomy
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W4409258773