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用于可编程选择分子和材料的机器人模块
Daniel Salley1, J Sebastián Manzano1, Philip J Kitson1
1School of Chemistry, University of Glasgow, University Avenue, Glasgow G12 8QQ, U.K.
ACS central science
|August 28, 2023
概括
研究人员开发了负担得起的,通用数字化标准和人工智能驱动化学的自动化平台,从而实现了高效的分子和材料发现. 这一蓝图促进了跨研究实验室的可靠合成,实验和协作.
科学领域:
- 化学 化学 化学
- 材料科学 材料科学 材料科学
- 计算机科学 计算机科学
背景情况:
- 大数据方法的进步,如人工智能 (AI) 和化学中的机器学习,需要普遍的数字化标准.
- 现有的方法缺乏负担得起的,标准化的硬件和软件,用于人工智能驱动的化学勘探.
研究的目的:
- 为人工智能驱动的化学研究开发负担得起的,普遍的数字化标准和自动化平台.
- 为数字化各种化学领域创建蓝图,包括分子和材料合成和配方.
主要方法:
- 为化学AI平台设计和制造负担得起的标准化硬件和软件模块.
- 将平台分为四种类型:化学空间探索,精细化学合成,配方发现和材料发现/合成.
- 为化学和材料系统开发一种独特的编程语言.
主要成果:
- 成功开发用于人工智能驱动的化学探索,合成和配方的自动化平台.
- 通过跨平台的共享硬件,固件和软件来展示融合进化.
- 创建一个专门的编程语言,提高合成,实验和协作的可靠性.
结论:
- 开发的平台和数字化标准对于在化学领域推进人工智能至关重要.
- 这些创新对于可靠的合成,实验设计,文献验证和促进实验室间合作至关重要.
- 标准化方法促进了成功和不成功的实验结果的共享,加速了科学进步.
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