https://github.com/athompson-git/priorflow
Science Score: 10.0%
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Low similarity (4.7%) to scientific vocabulary
Last synced: 10 months ago
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Basic Info
- Host: GitHub
- Owner: athompson-git
- Language: Python
- Default Branch: master
- Size: 524 KB
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- Stars: 0
- Watchers: 1
- Forks: 1
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Created almost 6 years ago
· Last pushed almost 6 years ago
https://github.com/athompson-git/PriorFlow/blob/master/
# Prior Flow: A global analysis technique using copulas to model Bayesian priors Based on "*A global analysis strategy to resolve neutrino NSI degeneracies with scattering and oscillation data*" by Dutta, Lang, Liao, Sinha, Strigari, Thompson. (https://arxiv.org/abs/2002.03066). This repository is meant to provide pedagogical material to supplement the paper. Here I will provide a simple, canned example as well as a simplified fragment of the real analysis done in 2002.03066. ### File descriptions * example.py : An canned example with pseudodata to explore the prior-flow method with copulas. * runMultinestCoherent.py * runMultinestDUNE.py * copula.py * `/multinest/` : Storage of multinest output data * `/pyCEvNS/` : A working version of ikaros' pyCEvNS modules for neutrino scattering, oscillations, and NSI physics * `/plots/` : Store your plots here ## "Prior-flow" ## Copulas ## A simple example ## Applying the prior flow to combine CEvNS and Oscillation data with COHERENT and DUNE
Owner
- Name: Adrian Thompson
- Login: athompson-git
- Kind: user
- Location: College Station, TX
- Company: Texas A&M University
- Twitter: _wraith0
- Repositories: 1
- Profile: https://github.com/athompson-git
Physics PhD student working on neutrinos, dark matter, and axion-like particle physics!