Add JOSS 2.0 paper draft - #200

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Commits on Apr 1, 2026

Add JOSS 2.0 paper draft

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0c16951
Revise JOSS paper draft (second pass)

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JOSS paper third pass: address reviewer feedback

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63e31a2

Commits on Apr 2, 2026

JOSS 2.0 paper: 4th pass + bib refs + draft PDF workflow

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paper: use \checkmark instead of Unicode ✓ in capability table

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paper: tighten prose throughout for punch and concision

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paper: replace most em dashes with commas/colons/parens; fix AI disclosure

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paper: shorten table column headers to keep table on one page

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paper: tighten paragraphs before table to fit it on one page

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d590860
added back longer table headers
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4d7aa22
updated title to be more different from original joss paper so we don't have searchability issues like with pysindy
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futzing at this point
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Commits on Jun 12, 2026

Merge branch 'master' into joss2.0
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paper: add Maria Protogerou and the wavelet differentiation method

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Merge branch 'master' into joss2.0
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paper: tighten Software Design prose to keep Table 1 on one page

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Merge branch 'master' into joss2.0
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ci: bump draft-pdf workflow to Node 24 actions

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paper: note Claude Opus 4.8 in the AI usage disclosure

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8cff0e0

Commits on Jul 28, 2026

Commits on Aug 21, 2026

Merge branch 'master' of github.com:florisvb/PyNumDiff into joss2.0
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Merge branch 'master' of github.com:florisvb/PyNumDiff into joss2.0
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Clarify what the second generation adds, and tighten the paper

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Note suggest_method and optimizer caching

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Show the optimization objective, and align sections with JOSS requirements

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Add ORCIDs for van Breugel and Kutz, restore submission date

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e78a8b0
Add Komarov ORCID

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Merge branch 'master' of github.com:florisvb/PyNumDiff into joss2.0
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9b0dc98
Describe the notebooks as reproducible material, fix van Breugel citations

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Keep Table 1 on one page, and fix the van Breugel surname

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Group Table 1 by capability so every method appears

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Return Table 1 to a method-keyed matrix, with the plain methods on one row

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Revert Table 1 to the capability-keyed form, which fits on one page

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Merge branch 'master' of github.com:florisvb/PyNumDiff into joss2.0
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74eb775

Commits on Aug 24, 2026

Merge branch 'master' of github.com:florisvb/PyNumDiff into joss2.0
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41d899e