docs: update paper format and biblio for JOSS 2026 scope requirements#96
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Codecov Report✅ All modified and coverable lines are covered by tests. Additional details and impacted files@@ Coverage Diff @@
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Summary
This PR restores the specific JOSS 2026 scope, paper formatting, and bibliography updates originally introduced in commit
b74eccb. I accidentally removed these changes, and this PR brings them back into the currentmainbranch without reverting or impacting any of the recent updates or development milestones.Changes Included
pubs/joss/paper.mdpubs/joss/paper.bib: Re-introduces the updated 2026 reference blocks (including MEEM and MDOcean baselines).pubs/figs/: Ensures the required Streamlit interface screenshots and UML diagrams remain properly tracked.Verification
No functional code logic was altered.