# AutoResearch

> AutoResearch at autoresearch.me is a browser-based AI research system that connects literature exploration, testable ideas, model implementation, GPU experiments and manuscript drafting. This page describes this website and its current private beta.

Official website: https://autoresearch.me. Other projects also use the name AutoResearch; this file describes only the web application at autoresearch.me.

## English

AutoResearch at autoresearch.me is a browser-based AI research system that connects literature exploration, testable ideas, model implementation, GPU experiments and manuscript drafting. This page describes this website and its current private beta.

- Product website: https://autoresearch.me
- Interface: Web browser; Chinese and English interfaces
- Workflow: Literature exploration → research ideas → model implementation → GPU experiments → figures and manuscript drafting
- Research areas: Computer vision, time series, natural language processing, mechanical prognostics, battery health and structural health monitoring
- Access: Private beta; an application and administrator approval are required
- Starter allowance: Approved beta members receive 5,000 starter credits; this is a limited allowance
- Practical limits: Available compute, data, evaluation design and research scope affect what can be completed
- Research review: Researchers need to inspect experiments, artifacts, references and generated claims

### Public pages and resources

- [AutoResearch](https://autoresearch.me/en/): Connect research ideas, AI modeling, GPU experiments and evidence-backed paper writing in one workflow. Explore AutoResearch and apply for private beta access.
- [Product facts and FAQ](https://autoresearch.me/en/about/): Product facts and answers about AutoResearch at autoresearch.me: research workflow, supported areas, private beta access and evidence review.
- [Guides and tools](https://autoresearch.me/en/guides/): Free AutoResearch guides and tools for AI research: a research plan builder, a workflow guide, a GPU experiment checklist, a results-to-paper guide and an evidence worksheet.
- [Free research plan builder](https://autoresearch.me/en/research-plan/): Build and download a research experiment plan in your browser, without registration. Define the question, data split, baseline, metrics and evidence before training.
- [AI research workflow: from question to experiments and manuscript](https://autoresearch.me/en/research-workflow/): A practical guide to planning AI research, preparing data, comparing baselines, running GPU experiments and writing from verified evidence with AutoResearch.
- [A GPU experiment checklist for AI research](https://autoresearch.me/en/gpu-experiment-checklist/): Plan data splits, fair baselines, ablations and result checks before a GPU run. Use an evidence checklist with the AutoResearch research workflow.
- [From experiment results to a research paper](https://autoresearch.me/en/research-results-to-paper/): Connect manuscript claims to experiment results, figures and references. Use a practical evidence table and review checklist with AutoResearch.
- [Research evidence worksheet (PDF, 2 pages)](https://autoresearch.me/resources/autoresearch-research-evidence-worksheet-en.pdf): A printable blank worksheet for organizing and checking research evidence.

### Frequently asked questions

- Which AutoResearch does this page describe? This page describes the web application at autoresearch.me. The name is also used by other projects; use the website address to identify this system.
- Do I need a finished research idea? No. You can start with a broad research direction and refine a testable question during planning. You still need to check novelty and original sources.
- Does it connect experiments to paper writing? Yes. The workflow connects model implementation and GPU experiments with figures and manuscript drafting. Review measured results and returned artifacts before using them as evidence.
- Can anyone use it immediately? No. The product is in private beta. Apply on the homepage and wait for administrator approval. Approved members receive 5,000 starter credits.
- Is it an unlimited free service? The starter credits are a limited beta allowance, not unlimited use. Available compute, data and research scope affect what can be completed. Check the current pricing page and access terms before planning work.
- Can it guarantee a correct conclusion or an accepted paper? No. A completed experiment does not by itself prove a scientific claim. Researchers must check evaluation design, numerical evidence, references and limitations. Publication decisions remain with journals and conferences.
- Are there resources I can read before applying? Yes. The research workflow guide, GPU experiment checklist, results-to-paper guide and two-page research evidence worksheet can be read or downloaded without registering.

## 中文

AutoResearch（autoresearch.me）是通过浏览器使用的 AI 科研系统，将文献探索、可验证的科研想法、模型实现、GPU 实验与论文撰写连接在同一流程中。本页介绍这个网站及其当前内测条件。

- 产品官网: https://autoresearch.me
- 使用方式: 网页浏览器；提供中文和英文界面
- 科研流程: 文献探索 → 科研想法 → 模型实现 → GPU 实验 → 图表与论文撰写
- 研究领域: 计算机视觉、时间序列、自然语言处理、机械诊断与预测、电池健康监测和结构健康监测
- 使用资格: 当前处于内测阶段；需要提交申请并通过管理员审核
- 初始额度: 获批内测成员获赠 5,000 初始 credits；这是有限额度
- 实际限制: 可完成的工作取决于可用算力、数据、评估方案与研究范围
- 科研审查: 研究者需要核对实验、产物、参考文献与生成的论述

### 公开页面与资源

- [AutoResearch](https://autoresearch.me/zh/): AutoResearch 串联文献探索、科研想法、AI 建模、GPU 实验、图表与论文写作。了解完整科研流程，申请内测，获批成员获赠 5,000 初始 credits。
- [产品事实与常见问题](https://autoresearch.me/zh/about/): 了解 autoresearch.me 上的 AutoResearch：科研流程、适用领域、内测申请条件与科研证据核验，附常见问题解答。
- [指南与工具](https://autoresearch.me/zh/guides/): AutoResearch 免费科研指南与工具：科研计划工具、科研流程指南、GPU 实验核验清单、从实验结果到论文的证据核对指南，以及科研证据核验表。
- [免费科研计划工具](https://autoresearch.me/zh/research-plan/): 无需注册，在浏览器里整理并下载科研实验计划。训练前明确研究问题、数据划分、对比基线、评估指标与所需证据。
- [AI 自动化科研流程：从研究问题到实验与论文](https://autoresearch.me/zh/research-workflow/): 了解如何规划 AI 科研、准备数据、建立对比基线、开展 GPU 实验，并通过 AutoResearch 将可核验的实验结果整理为图表与论文。
- [AI 科研 GPU 实验核验清单](https://autoresearch.me/zh/gpu-experiment-checklist/): 运行 GPU 实验前，核对数据划分、对比基线、消融与结果证据。结合 AutoResearch 科研流程，使用可操作的实验检查清单与证据表。
- [从实验结果到科研论文：证据核对指南](https://autoresearch.me/zh/research-results-to-paper/): 把论文论述与实验结果、图表和参考文献逐一对应。结合 AutoResearch，使用可复用的证据表与稿件审查清单。
- [科研证据核验表（PDF，2 页）](https://autoresearch.me/resources/autoresearch-research-evidence-worksheet-zh.pdf): 可打印的空白核验表，用于整理和检查科研证据。

### 常见问题

- 这里介绍的是哪个 AutoResearch？ 这里介绍的是 autoresearch.me 上的网页应用。其他项目也可能使用同名名称，请用官网域名识别本系统。
- 需要先有完整的科研想法吗？ 不需要。可以从一个大致方向开始，在规划阶段逐步形成可验证的问题。研究者仍需核对创新性和原始文献来源。
- 实验和论文写作是衔接的吗？ 是。系统将模型实现、GPU 实验与图表、论文撰写连接在同一科研流程中。使用结果作为证据前，应检查实际测量结果与回传产物。
- 申请后能立即使用吗？ 不能。系统当前处于内测阶段，需要在首页提交申请并等待管理员审核。获批成员获赠 5,000 初始 credits。
- 这是无限免费的服务吗？ 初始 credits 是有限的内测额度，不代表无限使用。可完成的工作受算力、数据与研究范围影响；安排研究前请查看当前价格页与使用条件。
- 能保证结论正确或论文录用吗？ 不能。实验完成本身不能证明科学结论成立。研究者应核对评估方案、数值证据、参考文献与局限，论文录用由期刊或会议决定。
- 申请前有哪些公开资料？ 无需注册即可阅读科研流程指南、GPU 实验核验清单、从结果到论文的指南，并下载两页的科研证据核验表。