[PRE REVIEW]: SWAMPE-JAX: A differentiable JAX implementation of the SWAMPE shallow-water model for exoplanet atmospheres

**Submitting author:** <!--author-handle-->@imalsky<!--end-author-handle--> (<a href="http://orcid.org/0000-0003-0217-3880">Isaac Malsky</a>) **Repository:** <!--target-repository-->https://github.com/imalsky/SWAMPE-JAX<!--end-target-repository--> **Branch with paper.md** (empty if default branch): <!--branch--><!--end-branch--> **Version:** <!--version-->v0.1.35<!--end-version--> **Editor:** <!--editor-->Pending<!--end-editor--> **Reviewers:** <!--reviewers-list-->Pending<!--end-reviewers-list--> **Managing EiC:** Warrick Ball ## Status [](https://joss.theoj.org/papers/083d38f0b2f2b35f7857700424c44fb0) Status badge code: ``` HTML: <a href="https://joss.theoj.org/papers/083d38f0b2f2b35f7857700424c44fb0"><img src="https://joss.theoj.org/papers/083d38f0b2f2b35f7857700424c44fb0/status.svg"></a> Markdown: [](https://joss.theoj.org/papers/083d38f0b2f2b35f7857700424c44fb0) ``` **Author instructions** Thanks for submitting your paper to JOSS @imalsky. **Currently, there isn't a JOSS editor assigned** to your paper. @imalsky if you have any suggestions for potential reviewers then please mention them here in this thread (without tagging them with an @). You can search [the list of people](https://reviewers.joss.theoj.org/lookup) that have already agreed to review and may be suitable for this submission. **Editor instructions** The JOSS submission bot @editorialbot is here to help you find and assign reviewers and start the main review. To find out what @editorialbot can do for you type: ``` @editorialbot commands ```