数字发现和新的实验前沿

IF 6.2 Q1 CHEMISTRY, MULTIDISCIPLINARY
S. Hessam M. Mehr
{"title":"数字发现和新的实验前沿","authors":"S. Hessam M. Mehr","doi":"10.1039/D5DD00029G","DOIUrl":null,"url":null,"abstract":"<p >The digitisation of chemistry has had a profound effect on the field by boosting the efficiency of information retrieval and data recording, and by automating repetitive laboratory operations. Increasingly complex molecules — both known and <em>de novo</em> — can be rapidly accessed with unprecedented speed and reproducibility. Despite progress as measured by these quantitative productivity metrics, a qualitative transformation in the design and structure of experimentation has yet to materialise. Here, we explore digitisation's role in a larger paradigm shift in experimental chemistry not just as a means of automated execution of procedures but dynamically sensing, interpreting, and manipulating chemical processes in real-time. This paradigm shift is characterised by transitioning from single-point measurements to continuous observation; from homogeneous to spatially organised systems; and from fixed linear experimental procedures to dynamic, branched “programs” that can unfold based on real-time feedback. This shift will enable new types of objectives in experimental chemistry, such as responsiveness, adaptability and persistence, expanding beyond static quantities like product structure, yield and purity. We explore the innovations needed to enable these transitions; the open questions they raise; and how digitisation can catalyse chemistry's evolution beyond its existing confines.</p>","PeriodicalId":72816,"journal":{"name":"Digital discovery","volume":" 4","pages":" 892-895"},"PeriodicalIF":6.2000,"publicationDate":"2025-03-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://pubs.rsc.org/en/content/articlepdf/2025/dd/d5dd00029g?page=search","citationCount":"0","resultStr":"{\"title\":\"Digital discovery and the new experimental frontier\",\"authors\":\"S. Hessam M. Mehr\",\"doi\":\"10.1039/D5DD00029G\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p >The digitisation of chemistry has had a profound effect on the field by boosting the efficiency of information retrieval and data recording, and by automating repetitive laboratory operations. Increasingly complex molecules — both known and <em>de novo</em> — can be rapidly accessed with unprecedented speed and reproducibility. Despite progress as measured by these quantitative productivity metrics, a qualitative transformation in the design and structure of experimentation has yet to materialise. Here, we explore digitisation's role in a larger paradigm shift in experimental chemistry not just as a means of automated execution of procedures but dynamically sensing, interpreting, and manipulating chemical processes in real-time. This paradigm shift is characterised by transitioning from single-point measurements to continuous observation; from homogeneous to spatially organised systems; and from fixed linear experimental procedures to dynamic, branched “programs” that can unfold based on real-time feedback. This shift will enable new types of objectives in experimental chemistry, such as responsiveness, adaptability and persistence, expanding beyond static quantities like product structure, yield and purity. We explore the innovations needed to enable these transitions; the open questions they raise; and how digitisation can catalyse chemistry's evolution beyond its existing confines.</p>\",\"PeriodicalId\":72816,\"journal\":{\"name\":\"Digital discovery\",\"volume\":\" 4\",\"pages\":\" 892-895\"},\"PeriodicalIF\":6.2000,\"publicationDate\":\"2025-03-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://pubs.rsc.org/en/content/articlepdf/2025/dd/d5dd00029g?page=search\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Digital discovery\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://pubs.rsc.org/en/content/articlelanding/2025/dd/d5dd00029g\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"CHEMISTRY, MULTIDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Digital discovery","FirstCategoryId":"1085","ListUrlMain":"https://pubs.rsc.org/en/content/articlelanding/2025/dd/d5dd00029g","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CHEMISTRY, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0

摘要

化学的数字化通过提高信息检索和数据记录的效率,以及通过自动化重复的实验室操作,对该领域产生了深远的影响。越来越复杂的分子——无论是已知的还是新生的——可以以前所未有的速度和可重复性快速获取。尽管这些量化的生产力指标取得了进展,但实验设计和结构的定性转变尚未实现。在这里,我们探讨了数字化在实验化学中更大的范式转变中的作用,它不仅是一种自动执行程序的手段,而且是实时动态感知、解释和操纵化学过程的手段。这种模式转变的特点是从单点测量过渡到连续观察;从同质系统到空间组织系统;从固定的线性实验程序到动态的、分支的、可以根据实时反馈展开的“程序”。这一转变将使实验化学中的新型目标成为可能,如反应性、适应性和持久性,超越产品结构、产量和纯度等静态量。我们探索实现这些转变所需的创新;他们提出的悬而未决的问题;以及数字化如何催化化学超越现有限制的进化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Digital discovery and the new experimental frontier

Digital discovery and the new experimental frontier

The digitisation of chemistry has had a profound effect on the field by boosting the efficiency of information retrieval and data recording, and by automating repetitive laboratory operations. Increasingly complex molecules — both known and de novo — can be rapidly accessed with unprecedented speed and reproducibility. Despite progress as measured by these quantitative productivity metrics, a qualitative transformation in the design and structure of experimentation has yet to materialise. Here, we explore digitisation's role in a larger paradigm shift in experimental chemistry not just as a means of automated execution of procedures but dynamically sensing, interpreting, and manipulating chemical processes in real-time. This paradigm shift is characterised by transitioning from single-point measurements to continuous observation; from homogeneous to spatially organised systems; and from fixed linear experimental procedures to dynamic, branched “programs” that can unfold based on real-time feedback. This shift will enable new types of objectives in experimental chemistry, such as responsiveness, adaptability and persistence, expanding beyond static quantities like product structure, yield and purity. We explore the innovations needed to enable these transitions; the open questions they raise; and how digitisation can catalyse chemistry's evolution beyond its existing confines.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
2.80
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信