Chrome Extension
WeChat Mini Program
Use on ChatGLM

NuMI Beam Monitoring Simulation and Data Analysis

Proceedings of The 22nd International Workshop on Neutrinos from Accelerators — PoS(NuFact2021)(2022)

Cited 0|Views5
No score
Abstract
Following the decommissioning of the Main Injector Neutrino Oscillation Search (MINOS) experiment, muon and hadron monitors have emerged as vital diagnostic tools for the NuMI Off-axis νμ Appearance (NOvA) experiment at Fermilab. These tools are crucial for overseeing the Neutrinos at the Main Injector (NuMI) beam. This study endeavors to ensure the monitor signal quality and to correlate them with the Neutrino beam profile. Leveraging muon monitor simulations, we systematically explore the monitor responses to variations in proton-beam and lattice parameters. Through the amalgamation of individual pixel data from muon monitors, pattern-recognition algorithms, simulations, and measured data, we devise machine-learning-based models to predict muon monitor responses and Neutrino flux.
More
Translated text
Key words
NuMI beam,simulation,muon monitor,pixel study
AI Read Science
Must-Reading Tree
Example
Generate MRT to find the research sequence of this paper
Chat Paper
Summary is being generated by the instructions you defined