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...

Full description

Bibliographic Details
Main Authors: Alexander G. Godfrey, Samuel G. Michael, Gurusingham Sitta Sittampalam, Gergely Zahoránszky-Köhalmi
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-02-01
Series:Frontiers in Robotics and AI
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/frobt.2020.00024/full
id doaj-364492957ca74ae48609b36965052864
record_format Article
spelling 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
_version_ 1724776973227524096