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Bayesian Samples and Data Behind Figures: Comprehensive Bayesian Modeling of Tidal Circularization in Open Cluster Binaries part I

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Zenodo2023-03-16 更新2026-05-25 收录
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Auxiliary data associated with the article "Comprehensive Bayesian Modeling of Tidal Circularization in Open Cluster Binaries part I: M 35, NGC 6819, NGC 188" by Penev, K &amp; Schussler, J The type of data corresponds to a particular filename format. Bayesian samples are in HDF5 format, directly as saved by the emcee sampler (see https://emcee.readthedocs.io/en/stable/user/backends/). All other files are in AAS-journal style machine readable tables format generated by cdspyreadme python library. Description of contents by filename format: <pre><code>&lt;CLUSTER&gt;_&lt;BINARY ID&gt;_.*.h5</code></pre> Bayesian analysis samples constraining the tidal dissipation efficiency of the given binary. The values of the sampled system and tidal dissipation parameters are stored as blobs (https://emcee.readthedocs.io/en/stable/user/blobs/) <pre><code>&lt;CLUSTER&gt;_&lt;BINARY ID&gt;_lgQ_period.mrt</code></pre> The 2.3%, 15.9%, 84.1%, and 97.7% quantiles of \(\log_{10}Q_\star'\) for the given binary as a function of tidal period <pre><code>&lt;CLUSTER&gt;_&lt;BINARY ID&gt;_burnin_period.mrt</code></pre> The MCMC burn-in period before the 2.3%, 15.9%, 84.1%, and 97.7% quantiles of \(\log_{10}Q_\star'\) for the given binary are considered converged (see article text). <pre><code>&lt;CLUSTER&gt;_&lt;BINARY ID&gt;_cdfstd_period.mrt</code></pre> The standard deviation of the \(CDF(\log_{10}Q_\star')\) for the given binary as a function of tidal period for each of the quantiles. The maximum likelihood value is the target percentile, i.e. one of: 2.3%, 15.9%, 84.1%, and 97.7%

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2022-09-20
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