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Automating Inference of Binary Microlensing Events with Neural Density Estimation

K Zhang, JS Bloom, BS Gaudi, F Lanusse… - arXiv preprint arXiv …, 2020 - arxiv.org
Astrophysics paper astro-ph.IM Suggest

Automated inference of binary microlensing events with traditional sampling-based algorithms such as MCMC has been hampered by the slowness of the physical forward model and …

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BibTeX

@misc{zhang2021automating,
title={Automating Inference of Binary Microlensing Events with Neural Density Estimation},
author={Keming Zhang and Joshua S. Bloom and B. Scott Gaudi and Francois Lanusse and Casey Lam and Jessica Lu},
year={2021},
eprint={2010.04156},
archivePrefix={arXiv},
primaryClass={id='astro-ph.IM' full_name='Instrumentation and Methods for Astrophysics' is_active=True alt_name=None in_archive='astro-ph' is_general=False description='Detector and telescope design, experiment proposals. Laboratory Astrophysics. Methods for data analysis, statistical methods. Software, database design'}
}

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