arXiv Open Access 2024

popclass: a python package for classifying microlensing events

Greg Sallaberry Zofia Kaczmarek Peter McGill Scott E. Perkins William A. Dawson +1 lainnya

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Abstrak

popclass is a python package that provides a flexible, probabilistic framework for classifying the lens of a gravitational microlensing event. popclass allows a user to match characteristics of a microlensing signal to a simulation of the Galaxy to calculate lens type probabilities for an event. Constraints on any microlensing signal characteristics and any Galactic model can be used. popclass comes with an interface to common inference libraries for microlensing signal constraints, pre-loaded Galactic models, plotting functionality, and classification uncertainty quantification methods.

Topik & Kata Kunci

astro-ph.IM astro-ph.SR

Penulis (6)

Greg Sallaberry

Zofia Kaczmarek

Peter McGill

Scott E. Perkins

William A. Dawson

Caitlin G. Begbie

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APA MLA BibTeX

Sallaberry, G., Kaczmarek, Z., McGill, P., Perkins, S.E., Dawson, W.A., Begbie, C.G. (2024). popclass: a python package for classifying microlensing events. https://arxiv.org/abs/2410.14076

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Informasi Jurnal

Tahun Terbit: 2024
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓