popclass: a python package for classifying microlensing events
Fuente:
arXiv
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| Auteurs principaux: | , , , , , |
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| Format: | Preprint |
| Publié: |
2024
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| Sujets: | |
| Accès en ligne: | |
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| _version_ | 1866909354058317824 |
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| author | Sallaberry, Greg Kaczmarek, Zofia McGill, Peter Perkins, Scott E. Dawson, William A. Begbie, Caitlin G. |
| author_facet | Sallaberry, Greg Kaczmarek, Zofia McGill, Peter Perkins, Scott E. Dawson, William A. Begbie, Caitlin G. |
| contents | 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. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2410_14076 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | popclass: a python package for classifying microlensing events Sallaberry, Greg Kaczmarek, Zofia McGill, Peter Perkins, Scott E. Dawson, William A. Begbie, Caitlin G. Instrumentation and Methods for Astrophysics Solar and Stellar Astrophysics 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. |
| title | popclass: a python package for classifying microlensing events |
| topic | Instrumentation and Methods for Astrophysics Solar and Stellar Astrophysics |
| url | https://arxiv.org/abs/2410.14076 |