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Project description
lholipop
The Lepto-Hadronic ObservationaL Intrinsic Population synthesis framework allows for multimessenger data from photons, neutrinos, and cosmic-rays to be generated by folding the multi-species output of the SOPRANO radiative code through various instrument responses (e.g. photometric optical telescopes, x-ray telescaopes, Fermi-LAT, IceCube). The intrinsic inputs for each observations are sampled from an input cosmological population using popsynth, then fed to SOPRANO resulting in fluxes of various species which can then be converted to data via instrument responses and selection effects applied.
The modeling and reconstruction of both spectra and observations use a combination of neural networks for speed. Datasets can be analyzed with 3ML to produce reduced observables or combined in a high-level analysis to assess association properties.
- Free software: GNU General Public License v3
- Documentation: https://lholipop.readthedocs.io.
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