Address editor's comments

[MohamedLaghdafHABIBOULLAH]

284

[Copilot]

Pull request overview

This PR addresses editorial comments from the JOSS review (issue #284), correcting typos and improving phrasing in the paper manuscript. The changes improve clarity and consistency throughout the document.

Changes:

• Fixed terminology and grammar issues (e.g., "models around" instead of "models about", "In contrast to" instead of "In contrast with")
• Improved sentence structure and clarity (rephrased allocation-free description, reorganized Regularized NLS Model sentence)
• Added missing punctuation (comma after citation, Oxford comma in list)
• Enhanced the conclusion with a forward-looking research pointer and added corresponding bibliography entry

Reviewed changes

Copilot reviewed 2 out of 2 changed files in this pull request and generated 2 comments.

File	Description
paper/paper.md	Addresses all editorial comments from JOSS review: corrects terminology, improves phrasing, adds missing punctuation, and enhances the conclusion with research context
paper/paper.bib	Adds new bibliography entry for ongoing research on inexact proximal computations

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[MaxenceGollier]

Thank you !

[fabian-s]

great, thx!