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QPE-FIT v0.1.11

Authors: Chakraborty, Joheen; Drummond, Lisa;

QPE-FIT v0.1.11

Abstract

This repository contains the code for QPE-FIT (frozen to version v0.1.11), a Bayesian parameter estimation tool to fit Quasi-Periodic Eruption (QPE) timings. Under the model assumption that QPEs are generated by an extreme mass-ratio inspiral (EMRI) orbiter colliding with the accretion disk around a massive black hole, QPE timings encode information about the EMRI-disk system, and in principle, can be used to learn their underlying parameters. The current version performs paremeter inference via nested sampling using UltraNest; previous iterations (including the one described in the original paper) used Markov Chain Monte Carlo. The included files are all Python source code files (.py format), a README markdown file to describe the functionality and basic documentation (.md format), two example parameter files to run a code example (.json format), and a configuration file for pip-installability (.toml format). As documented in README.md, the code is designed to be installed via pip and should run out-of-the-box. To reproduce the results in arXiv:2602.16776, use the QPE timings and errors presented in Table 1 and the default sampler setup. Please feel free to write to joheen@mit.edu with any questions/comments!

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average