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An Autonomous Chemical Robot Discovers the Rules of Inorganic Coordination Chemistry without Prior Knowledge

We present a chemical discovery robot for the efficient and reliable discovery of supramolecular architectures through the exploration of a huge reaction space exceeding ten billion combinations. The system was designed to search for areas of reactivity found through autonomous selection of the reag...

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Autores principales: Porwol, Luzian, Kowalski, Daniel J., Henson, Alon, Long, De‐Liang, Bell, Nicola L., Cronin, Leroy
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7384156/
https://www.ncbi.nlm.nih.gov/pubmed/32419277
http://dx.doi.org/10.1002/anie.202000329
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author Porwol, Luzian
Kowalski, Daniel J.
Henson, Alon
Long, De‐Liang
Bell, Nicola L.
Cronin, Leroy
author_facet Porwol, Luzian
Kowalski, Daniel J.
Henson, Alon
Long, De‐Liang
Bell, Nicola L.
Cronin, Leroy
author_sort Porwol, Luzian
collection PubMed
description We present a chemical discovery robot for the efficient and reliable discovery of supramolecular architectures through the exploration of a huge reaction space exceeding ten billion combinations. The system was designed to search for areas of reactivity found through autonomous selection of the reagent types, amounts, and reaction conditions aiming for combinations that are reactive. The process consists of two parts where reagents are mixed together, choosing from one type of aldehyde, one amine and one azide (from a possible family of two amines, two aldehydes and four azides) with different volumes, ratios, reaction times, and temperatures, whereby the reagents are passed through a copper coil reactor. Next, either cobalt or iron is added, again from a large number of possible quantities. The reactivity was determined by evaluating differences in pH, UV‐Vis, and mass spectra before and after the search was started. The algorithm was focused on the exploration of interesting regions, as defined by the outputs from the sensors, and this led to the discovery of a range of 1‐benzyl‐(1,2,3‐triazol‐4‐yl)‐N‐alkyl‐(2‐pyridinemethanimine) ligands and new complexes: [Fe(L(1))(2)](ClO(4))(2) (1); [Fe(L(2))(2)](ClO(4))(2) (2); [Co(2)(L(3))(2)](ClO(4))(4) (3); [Fe(2)(L(3))(2)](ClO(4))(4) (4), which were crystallised and their structure confirmed by single‐crystal X‐ray diffraction determination, as well as a range of new supramolecular clusters discovered in solution using high‐resolution mass spectrometry.
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spelling pubmed-73841562020-07-28 An Autonomous Chemical Robot Discovers the Rules of Inorganic Coordination Chemistry without Prior Knowledge Porwol, Luzian Kowalski, Daniel J. Henson, Alon Long, De‐Liang Bell, Nicola L. Cronin, Leroy Angew Chem Int Ed Engl Communications We present a chemical discovery robot for the efficient and reliable discovery of supramolecular architectures through the exploration of a huge reaction space exceeding ten billion combinations. The system was designed to search for areas of reactivity found through autonomous selection of the reagent types, amounts, and reaction conditions aiming for combinations that are reactive. The process consists of two parts where reagents are mixed together, choosing from one type of aldehyde, one amine and one azide (from a possible family of two amines, two aldehydes and four azides) with different volumes, ratios, reaction times, and temperatures, whereby the reagents are passed through a copper coil reactor. Next, either cobalt or iron is added, again from a large number of possible quantities. The reactivity was determined by evaluating differences in pH, UV‐Vis, and mass spectra before and after the search was started. The algorithm was focused on the exploration of interesting regions, as defined by the outputs from the sensors, and this led to the discovery of a range of 1‐benzyl‐(1,2,3‐triazol‐4‐yl)‐N‐alkyl‐(2‐pyridinemethanimine) ligands and new complexes: [Fe(L(1))(2)](ClO(4))(2) (1); [Fe(L(2))(2)](ClO(4))(2) (2); [Co(2)(L(3))(2)](ClO(4))(4) (3); [Fe(2)(L(3))(2)](ClO(4))(4) (4), which were crystallised and their structure confirmed by single‐crystal X‐ray diffraction determination, as well as a range of new supramolecular clusters discovered in solution using high‐resolution mass spectrometry. John Wiley and Sons Inc. 2020-05-18 2020-07-06 /pmc/articles/PMC7384156/ /pubmed/32419277 http://dx.doi.org/10.1002/anie.202000329 Text en © 2020 The Authors. Published by Wiley-VCH Verlag GmbH & Co. KGaA. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Communications
Porwol, Luzian
Kowalski, Daniel J.
Henson, Alon
Long, De‐Liang
Bell, Nicola L.
Cronin, Leroy
An Autonomous Chemical Robot Discovers the Rules of Inorganic Coordination Chemistry without Prior Knowledge
title An Autonomous Chemical Robot Discovers the Rules of Inorganic Coordination Chemistry without Prior Knowledge
title_full An Autonomous Chemical Robot Discovers the Rules of Inorganic Coordination Chemistry without Prior Knowledge
title_fullStr An Autonomous Chemical Robot Discovers the Rules of Inorganic Coordination Chemistry without Prior Knowledge
title_full_unstemmed An Autonomous Chemical Robot Discovers the Rules of Inorganic Coordination Chemistry without Prior Knowledge
title_short An Autonomous Chemical Robot Discovers the Rules of Inorganic Coordination Chemistry without Prior Knowledge
title_sort autonomous chemical robot discovers the rules of inorganic coordination chemistry without prior knowledge
topic Communications
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7384156/
https://www.ncbi.nlm.nih.gov/pubmed/32419277
http://dx.doi.org/10.1002/anie.202000329
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