Add JOSS paper for submission#264

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vahid-ahmadi wants to merge 37 commits intomainfrom

Commits on Mar 23, 2026

Add JOSS paper and bibliography for submission

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Add Pavel Makarchuk as author in JOSS paper

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Adapt JOSS paper from UK-only to multi-country policyengine.py

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Add US research impact citations to JOSS paper

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Fix citations, convert to American spelling, and fix grammar

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Reorder authors: Pavel Makarchuk before Vahid Ahmadi

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Edit Summary and Statement of Need per review feedback

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Update install docs, remove code styling, reorder US before UK

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Merge framework bullets, add US program count, remove web app bullet

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Merge analysis bullets, use .py package name, remove 10ds-microsim

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Add US academic/policy citations and US funders

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Remove all code-style backtick formatting from prose text

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Remove 'Multi-Country' from paper title

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Remove 'Open-Source' from paper title

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Remove dev install command from Statement of Need

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Add Atlanta Fed PRD, NSF POSE award; use external reference URLs

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Reorder all sections: US before UK throughout

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Fix double parentheses in AI disclosure, remove test scaffolding, pip-installable to Python

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Remove pip install commands from Statement of Need

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Consolidate to 3 bullets, delete cross-country comparison sentence

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Remove TaxBenefitModelVersion and RegionRegistry from paper text

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Replace PE self-links with external URLs, remove country model paragraph

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Commits on Mar 30, 2026

Commits on Mar 31, 2026

Tighten JOSS paper, add architecture diagram, code example, and align with docs

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Commits on Apr 1, 2026

Revise JOSS paper rationale and preview
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Commits on Apr 2, 2026