---
language:
- en
- zh
license: other
pretty_name: Mesh Foundation Papers — MinerU Parsed Corpus
tags:
- 3d
- mesh-generation
- quadrilateral-mesh
- triangle-mesh
- document-ai
- 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

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