Scientific Publications and Citation
====================================

``bayRing`` was used in several scientific publications, to infer new physical
components of gravitational waveforms, perform Bayesian fits of
numerical-relativity ringdown data, or evaluate model accuracy.

.. raw:: html

   <div class="citation-prose">
     <p>
       A comprehensive review of the topic is given in Berti, Cardoso, Carullo et al.
       <a class="arxiv-chip chip-red" href="https://arxiv.org/abs/2505.23895"><span class="arxiv-mark" aria-hidden="true">arXiv</span><span>2505.23895</span></a>.
     </p>
   </div>

Citing ``bayRing``
------------------

When referencing ``bayRing`` in your publications, please cite the software
Zenodo release:

.. code-block:: bibtex

   @software{carullo_gregorio_2023_8284026,
     author       = {Carullo, Gregorio and De Amicis, Marina and Redondo-Yuste, Jaime},
     title        = {bayRing},
     month        = aug,
     year         = 2023,
     publisher    = {Zenodo},
     version      = {1.0.0},
     doi          = {10.5281/zenodo.8284026},
     url          = {https://doi.org/10.5281/zenodo.8284026},
     howpublished = "\href{https://github.com/GCArullo/bayRing}{github.com/GCArullo/bayRing}",
   }

Publications Using ``bayRing``
------------------------------

.. raw:: html

   <div class="citation-list">
     <div class="citation-card">
       <span class="citation-body">
         <span class="citation-title">Spin dependence of black hole ringdown nonlinearities</span>
         <span class="citation-meta">Jaime Redondo-Yuste, Gregorio Carullo, Justin L. Ripley, Emanuele Berti, and Vitor Cardoso. Phys. Rev. D 109, L101503 (2024).</span>
         <span class="citation-actions">
           <a class="arxiv-chip" href="https://arxiv.org/abs/2308.14796"><span class="arxiv-mark" aria-hidden="true">arXiv</span><span>2308.14796</span></a>
           <a class="arxiv-chip chip-blue" href="https://doi.org/10.1103/PhysRevD.109.L101503"><span class="arxiv-mark" aria-hidden="true">DOI</span><span>10.1103/PhysRevD.109.L101503</span></a>
         </span>
       </span>
     </div>
     <div class="citation-card">
       <span class="citation-body">
         <span class="citation-title">Late-time tails in nonlinear evolutions of merging black hole binaries</span>
         <span class="citation-meta">Gregorio Carullo and Marina De Amicis.</span>
         <span class="citation-actions">
           <a class="arxiv-chip" href="https://arxiv.org/abs/2310.12968"><span class="arxiv-mark" aria-hidden="true">arXiv</span><span>2310.12968</span></a>
         </span>
       </span>
     </div>
     <div class="citation-card">
       <span class="citation-body">
         <span class="citation-title">Ringdown amplitudes of nonspinning eccentric binaries</span>
         <span class="citation-meta">Gregorio Carullo. JCAP 2024, 061 (2024).</span>
         <span class="citation-actions">
           <a class="arxiv-chip" href="https://arxiv.org/abs/2406.19442"><span class="arxiv-mark" aria-hidden="true">arXiv</span><span>2406.19442</span></a>
           <a class="arxiv-chip chip-blue" href="https://doi.org/10.1088/1475-7516/2024/10/061"><span class="arxiv-mark" aria-hidden="true">DOI</span><span>10.1088/1475-7516/2024/10/061</span></a>
         </span>
       </span>
     </div>
     <div class="citation-card">
       <span class="citation-body">
         <span class="citation-title">Accuracy of ringdown models calibrated to numerical relativity simulations</span>
         <span class="citation-meta">Francesco Crescimbeni, Gregorio Carullo, Emanuele Berti, Giada Caneva Santoro, Mark Ho-Yeuk Cheung, and Paolo Pani.</span>
         <span class="citation-actions">
           <a class="arxiv-chip" href="https://arxiv.org/abs/2511.02915"><span class="arxiv-mark" aria-hidden="true">arXiv</span><span>2511.02915</span></a>
         </span>
       </span>
     </div>
     <div class="citation-card">
       <span class="citation-body">
         <span class="citation-title">Highly eccentric non-spinning binary black hole mergers: quadrupolar post-merger waveforms</span>
         <span class="citation-meta">Nishkal Rao and Gregorio Carullo.</span>
         <span class="citation-actions">
           <a class="arxiv-chip" href="https://arxiv.org/abs/2604.15431"><span class="arxiv-mark" aria-hidden="true">arXiv</span><span>2604.15431</span></a>
         </span>
       </span>
     </div>
   </div>

External libraries
------------------

``bayRing`` relies on a number of open-source packages.
If you use the software in your publications, please cite the references found
at these links:

.. raw:: html

   <div class="resource-chips">
     <a class="resource-chip" href="https://github.com/johnveitch/cpnest"><span class="resource-mark resource-mark-github">GitHub</span><span>cpnest</span></a>
     <a class="resource-chip" href="https://github.com/matplotlib/matplotlib"><span class="resource-mark resource-mark-github">GitHub</span><span>matplotlib</span></a>
     <a class="resource-chip" href="https://numpy.org/citing-numpy/"><span class="resource-mark resource-mark-cite">Cite</span><span>numpy</span></a>
     <a class="resource-chip" href="https://pandas.pydata.org/about/citing.html"><span class="resource-mark resource-mark-cite">Cite</span><span>pandas</span></a>
     <a class="resource-chip" href="https://lscsoft.docs.ligo.org/pyring/latest/publications.html"><span class="resource-mark resource-mark-docs">Docs</span><span>pyRing</span></a>
     <a class="resource-chip" href="https://github.com/duetosymmetry/qnm"><span class="resource-mark resource-mark-github">GitHub</span><span>qnm</span></a>
     <a class="resource-chip" href="https://github.com/wdpozzo/raynest"><span class="resource-mark resource-mark-github">GitHub</span><span>raynest</span></a>
     <a class="resource-chip" href="https://scipy.org/citing-scipy/"><span class="resource-mark resource-mark-cite">Cite</span><span>scipy</span></a>
     <a class="resource-chip" href="https://github.com/sxs-collaboration/sxs"><span class="resource-mark resource-mark-github">GitHub</span><span>sxs</span></a>
   </div>