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Liquid Chemistry Dynamics with Electron Microscopy (EM): Nano-Catalysis Mechanisms by Processing EM Images and Videos with Machine Intelligence

Published online by Cambridge University Press:  22 July 2022

Valentine P. Ananikov
Valentine P. Ananikov*
Affiliation:
Zelinsky Institute of Organic Chemistry, Russian Academy of Sciences Moscow, Russia; http://AnanikovLab.ru
*
*Corresponding author: val@ioc.ac.ru

Abstract

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Type
On Demand - Imaging Chemical Reactions Using High Speed Electron Microscopy (EM)
Information
Microscopy and Microanalysis , Volume 28 , Supplement S1 , August 2022 , pp. 1804 - 1805
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Copyright
Copyright © Microscopy Society of America 2022

References

Kashin, A.S., Ananikov, V.P., "Monitoring chemical reactions in liquid media using electron microscopy", Nat. Rev. Chem., 2019, 3, 624-637. Doi: 10.1038/s41570-019-0133-z10.1038/s41570-019-0133-zCrossRefGoogle Scholar
Kashin, A. S., Degtyareva, E. S., Eremin, D. B., Ananikov, V. P., "Exploring the performance of nanostructured reagents with organic-group-defined morphology in cross-coupling reaction", Nat. Commun., 2018, 9, 2936. Doi: 10.1038/s41467-018-05350-x10.1038/s41467-018-05350-xCrossRefGoogle ScholarPubMed
Kashin, A.S., Ananikov, V. P., "Nanoscale advancement continues – from catalysts and reagents to restructuring of reaction media", Angew. Chem. Int. Ed., 2021, 60, 35б 18926-18928. Doi: 10.1002/anie.20210707510.1002/anie.202107075CrossRefGoogle ScholarPubMed
Kashin, A.S., Boiko, D.A., Ananikov, V. P. "Neural network analysis of electron microscopy video data reveals the temperature-driven microphase dynamics in the ions/water system", Small, 2021, 2007726. Doi: 10.1002/smll.20200772610.1002/smll.202007726CrossRefGoogle ScholarPubMed
The authors acknowledge funding from Russian Science Foundation (grant 22-13-00247).Google Scholar