A Perspective on Innovating the Chemistry Lab Bench
Innovating on the design and function of the chemical bench remains a quintessential challenge of the ages. It requires a deep understanding of the important role chemistry plays in scientific discovery as well a first principles approach to addressing the gaps in how work gets done at the bench. Th...
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2020-02-01
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Online Access: | https://www.frontiersin.org/article/10.3389/frobt.2020.00024/full |
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doaj-364492957ca74ae48609b369650528642020-11-25T02:41:50ZengFrontiers Media S.A.Frontiers in Robotics and AI2296-91442020-02-01710.3389/frobt.2020.00024474177A Perspective on Innovating the Chemistry Lab BenchAlexander G. GodfreySamuel G. MichaelGurusingham Sitta SittampalamGergely Zahoránszky-KöhalmiInnovating on the design and function of the chemical bench remains a quintessential challenge of the ages. It requires a deep understanding of the important role chemistry plays in scientific discovery as well a first principles approach to addressing the gaps in how work gets done at the bench. This perspective examines how one might explore designing and creating a sustainable new standard for advancing automated chemistry bench itself. We propose how this might be done by leveraging recent advances in laboratory automation whereby integrating the latest synthetic, analytical and information technologies, and AI/ML algorithms within a standardized framework, maximizes the value of the data generated and the broader utility of such systems. Although the context of this perspective focuses on the design of advancing molecule of potential therapeutic value, it would not be a stretch to contemplate how such systems could be applied to other applied disciplines like advanced materials, foodstuffs, or agricultural product development.https://www.frontiersin.org/article/10.3389/frobt.2020.00024/fullautomated chemical synthesisretrosynthetic analysisreaction planningreagent deliverybench chemistry |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Alexander G. Godfrey Samuel G. Michael Gurusingham Sitta Sittampalam Gergely Zahoránszky-Köhalmi |
spellingShingle |
Alexander G. Godfrey Samuel G. Michael Gurusingham Sitta Sittampalam Gergely Zahoránszky-Köhalmi A Perspective on Innovating the Chemistry Lab Bench Frontiers in Robotics and AI automated chemical synthesis retrosynthetic analysis reaction planning reagent delivery bench chemistry |
author_facet |
Alexander G. Godfrey Samuel G. Michael Gurusingham Sitta Sittampalam Gergely Zahoránszky-Köhalmi |
author_sort |
Alexander G. Godfrey |
title |
A Perspective on Innovating the Chemistry Lab Bench |
title_short |
A Perspective on Innovating the Chemistry Lab Bench |
title_full |
A Perspective on Innovating the Chemistry Lab Bench |
title_fullStr |
A Perspective on Innovating the Chemistry Lab Bench |
title_full_unstemmed |
A Perspective on Innovating the Chemistry Lab Bench |
title_sort |
perspective on innovating the chemistry lab bench |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Robotics and AI |
issn |
2296-9144 |
publishDate |
2020-02-01 |
description |
Innovating on the design and function of the chemical bench remains a quintessential challenge of the ages. It requires a deep understanding of the important role chemistry plays in scientific discovery as well a first principles approach to addressing the gaps in how work gets done at the bench. This perspective examines how one might explore designing and creating a sustainable new standard for advancing automated chemistry bench itself. We propose how this might be done by leveraging recent advances in laboratory automation whereby integrating the latest synthetic, analytical and information technologies, and AI/ML algorithms within a standardized framework, maximizes the value of the data generated and the broader utility of such systems. Although the context of this perspective focuses on the design of advancing molecule of potential therapeutic value, it would not be a stretch to contemplate how such systems could be applied to other applied disciplines like advanced materials, foodstuffs, or agricultural product development. |
topic |
automated chemical synthesis retrosynthetic analysis reaction planning reagent delivery bench chemistry |
url |
https://www.frontiersin.org/article/10.3389/frobt.2020.00024/full |
work_keys_str_mv |
AT alexanderggodfrey aperspectiveoninnovatingthechemistrylabbench AT samuelgmichael aperspectiveoninnovatingthechemistrylabbench AT gurusinghamsittasittampalam aperspectiveoninnovatingthechemistrylabbench AT gergelyzahoranszkykohalmi aperspectiveoninnovatingthechemistrylabbench AT alexanderggodfrey perspectiveoninnovatingthechemistrylabbench AT samuelgmichael perspectiveoninnovatingthechemistrylabbench AT gurusinghamsittasittampalam perspectiveoninnovatingthechemistrylabbench AT gergelyzahoranszkykohalmi perspectiveoninnovatingthechemistrylabbench |
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