Neutrino oscillation parameter sampling with MonteCUBES
Mattias Blennow, Enrique Fernandez-Martinez
TL;DR
MonteCUBES is a software tool that uses Markov Chain Monte Carlo algorithms integrated with GLoBES to efficiently sample neutrino oscillation parameters for various experiments.
Contribution
It introduces a new Monte Carlo sampling package, MonteCUBES, that seamlessly integrates with GLoBES for neutrino experiment analysis.
Findings
Efficient sampling of neutrino oscillation parameters.
User-friendly Matlab interface for analysis.
Compatibility with existing GLoBES experiment definitions.
Abstract
We present MonteCUBES ("Monte Carlo Utility Based Experiment Simulator"), a software package designed to sample the neutrino oscillation parameter space through Markov Chain Monte Carlo algorithms. MonteCUBES makes use of the GLoBES software so that the existing experiment definitions for GLoBES, describing long baseline and reactor experiments, can be used with MonteCUBES. MonteCUBES consists of two main parts: The first is a C library, written as a plug-in for GLoBES, implementing the Markov Chain Monte Carlo algorithm to sample the parameter space. The second part is a user-friendly graphical Matlab interface to easily read, analyze, plot and export the results of the parameter space sampling.
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