Binwise approximations of the XENON1T likelihood and XENONnT projections for fast inference on arbitrary models.
Example XENON1T based inference
In the folder where you've downloaded this repository:
pip install -e .Simple example:
from xe_likelihood import BinwiseInference, Spectrum
spectrum = Spectrum.from_wimp(mass=50)
inference = BinwiseInference.from_xenon1t_sr(spectrum=spectrum)
inference.plot_summary(show=True)Will produce something like this:
If you use this package, please cite the following papers:
- the paper describing this method: https://arxiv.org/abs/2210.07231
- the paper for the data used: https://arxiv.org/abs/1805.12562