原子比特之间 https://geekhuashan.com/blog 在原子与比特之间游走 - Between Atoms & Bits - 配方科学家的技术博客，探索化学配方与编程代码的交汇点，分享实验室自动化、AI 工具实践和生活思考 zh geekhuashan@gmail.com (geekhuashan) geekhuashan@gmail.com (geekhuashan) Tue, 11 Nov 2025 00:00:00 GMT https://geekhuashan.com/blog/2025-11-11_rgb-to-cielab-color-analysis Laboratory Image Color Analysis: Complete Workflow from RGB to CIELAB https://geekhuashan.com/blog/2025-11-11_rgb-to-cielab-color-analysis undefined Tue, 11 Nov 2025 00:00:00 GMT geekhuashan@gmail.com (geekhuashan) 化学与实验室Python https://geekhuashan.com/blog/2025-11-11_rgb-to-cielab-color-analysis 实验室图像颜色分析：从RGB到CIELAB的完整工作流程 https://geekhuashan.com/blog/2025-11-11_rgb-to-cielab-color-analysis undefined Tue, 11 Nov 2025 00:00:00 GMT geekhuashan@gmail.com (geekhuashan) 化学与实验室Python https://geekhuashan.com/blog/lab-automation-transformation Automating a Formulation Lab: From 10 Samples a Day to 45 https://geekhuashan.com/blog/lab-automation-transformation A formulation scientist's field report on building a high-throughput lab - how the three modules were designed, the full HLD salt scan workflow, the honest efficiency ledger, the pitfalls, and why the endpoint of automation is AI but the starting point must be standardization. Fri, 14 Nov 2025 00:00:00 GMT geekhuashan@gmail.com (geekhuashan) 化学与实验室AI与自动化 https://geekhuashan.com/blog/lab-automation-transformation 把配方实验室自动化：从每天 10 个样品到 45 个 https://geekhuashan.com/blog/lab-automation-transformation 一个配方科学家的高通量实验室改造实录：三大模块怎么设计、HLD 盐扫描完整流程、效率账本、踩过的坑，以及为什么自动化的终点是 AI——但起点必须是标准化。 Fri, 14 Nov 2025 00:00:00 GMT geekhuashan@gmail.com (geekhuashan) 化学与实验室AI与自动化 https://geekhuashan.com/blog/lab-automation-ai-layer Lab Automation Has Three Floors: Hardware, Data, Decisions - Most Teams Get Stuck on the Second https://geekhuashan.com/blog/lab-automation-ai-layer Hardware automation only solves the "hands" problem. Field notes on data and decision automation in a formulation lab: where the manual bottlenecks actually are, how I built the data pipeline and anomaly flagging, the IT pitfalls, and how much programming a chemist really needs. Thu, 09 Jul 2026 00:00:00 GMT geekhuashan@gmail.com (geekhuashan) 化学与实验室AI与自动化 https://geekhuashan.com/blog/lab-automation-ai-layer 实验室自动化的三层楼：硬件、数据、决策——大多数团队卡在第二层 https://geekhuashan.com/blog/lab-automation-ai-layer 硬件自动化只解决了"手"的问题。这篇是数据自动化和决策自动化的实战笔记：人肉瓶颈到底卡在哪、我搭的数据管道和异常标记怎么设计、踩过的实验室 IT 坑，以及化学家做这些到底要学多少编程。 Thu, 09 Jul 2026 00:00:00 GMT geekhuashan@gmail.com (geekhuashan) 化学与实验室AI与自动化