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aas-reproducibility

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当你在为《自动化学报》(Acta Automatica Sinica, AAS) 提升实验可复现性、组织复现包、防范数据污染时调用。覆盖环境与依赖固定、随机种子与多次运行、数据划分与防泄露、控制仿真的求解器/步长/系统参数记录、超参数与调参协议披露、以及配合双盲的匿名化复现材料，帮助控制/自动化/模式识别方向的中文稿在 Acta Automatica Sinica 外审中经得起"结果能否复现"的追问。

Acta-Automatica-Sinica-Skills/skills/aas-reproducibility/SKILL.md

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# 《自动化学报》可复现性与实验可重复

本技能帮你把投向《自动化学报》(Acta Automatica Sinica, AAS) 的实验做到**可复现**。外审常问"换个人
能否复现你的结果"，控制类还要能复现稳定性与性能结论。以下方法于 2026-07-09 核验框架（见
`resources/official-source-map.md`）；本刊是否强制提交复现材料 **待核实**。

## 一、可复现性三支柱

| 支柱 | 内容 |
|---|---|
| 环境可复现 | 语言/库版本、系统、硬件、随机种子固定 |
| 数据可复现 | 数据来源、划分、预处理脚本、校验和 |
| 流程可复现 | 从原始数据到论文图表的一键脚本 |
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