blllank/mesh-foundation-papers-mineru

Mesh Foundation Papers — MinerU Parsed Corpus

This repository contains a research corpus of 38 public mesh-generation and quad-meshing papers published between November 2023 and July 2026, together with high-quality MinerU parsing outputs.

本仓库收录 38 篇 Mesh 生成、三角网格和四边网格相关公开论文，以及使用 MinerU 高质量模式生成的 Markdown、图片、结构化 JSON 和版面校验文件，便于 异地下载、全文检索和后续综述研究。

Contents

• papers/pdfs/: 38 source PDFs downloaded from official arXiv endpoints.
• papers/markdown/: one directory per paper containing:
  • parsed Markdown;
  • extracted figures and tables under images/;
  • content_list / content_list_v2 JSON;
  • intermediate and model JSON;
  • original and layout-check PDFs.
• papers/manifest.csv: title, arXiv metadata, source URL and local filename.
• papers/README.md: download and integrity notes.
• research/: Chinese research notes covering the 2023–2026 timeline, triangle-vs-quad modeling differences and a curated figure index.
• scripts/fetch_papers.py: reproducible downloader.
• MINERU_SETUP.md and mineru_convert_8gpu.sh: parsing environment notes and the eight-GPU batch command. MinerU itself, model weights and environments are intentionally not included.

Parsing configuration

• MinerU 3.4.4
• Model: MinerU2.5-Pro-2605-1.2B
• Backend: hybrid-engine
• Quality: --effort high
• Figure analysis, formulas and tables enabled
• Hardware used: 8 × NVIDIA H100 NVL 96GB

Integrity summary

• 38/38 source PDFs verified with readable PDF metadata
• 654 source pages in total
• 38 non-empty Markdown documents
• 38 content_list_v2 JSON files
• 38 layout-check PDFs
• 1,933 extracted JPG assets
• no broken local image references detected in the generated Markdown

Notes and limitations

• The papers and figures remain copyrighted by their respective authors and publishers. Consult each arXiv record and paper for its applicable license before redistribution or commercial use.
• This repository is provided as a research convenience and does not relicense the source papers.
• Many 2026 entries are preprints. Claims in research/ should be treated as a literature synthesis rather than independently verified consensus.
• MinerU output may contain extraction errors. Verify exact quotations, equations and numerical results against the source PDF/layout PDF.

Reproduce

python scripts/fetch_papers.py
./mineru_convert_8gpu.sh papers/pdfs papers/markdown