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Probing Graphene Defect Kinetics at Millisecond Time Resolution Using Direct Detection and Machine Learning

Published online by Cambridge University Press:  22 July 2022

Chen Huang ,
Christopher Allen ,
Stephen Skowron ,
Ivan Lobato ,
Takeo Sasaki ,
Sandra Van Aert ,
Elena Besley  and
Angus Kirkland
Chen Huang
Affiliation:
Rosalind Franklin Institute, Didcot, OX11 0FA, UK Department of Materials, University of Oxford, Oxford, OX1 3PH, UK
Christopher Allen
Affiliation:
Department of Materials, University of Oxford, Oxford, OX1 3PH, UK Electron Physical Science Imaging Centre, Diamond Light Source, Didcot, OX11 0DE, UK
Stephen Skowron
Affiliation:
School of Chemistry, University of Nottingham, Nottingham, NG7 2RD, UK
Ivan Lobato
Affiliation:
Electron Microscopy for Materials Research (EMAT), University of Antwerp, Groenenborgerlaan 171, 2020 Antwerp, Belgium
Takeo Sasaki
Affiliation:
JEOL Ltd., 3-1-2 Musashino, Akishima, Tokyo, 196-8558, Japan
Sandra Van Aert
Affiliation:
Electron Microscopy for Materials Research (EMAT), University of Antwerp, Groenenborgerlaan 171, 2020 Antwerp, Belgium
Elena Besley
Affiliation:
School of Chemistry, University of Nottingham, Nottingham, NG7 2RD, UK
Angus Kirkland
Affiliation:
Rosalind Franklin Institute, Didcot, OX11 0FA, UK Department of Materials, University of Oxford, Oxford, OX1 3PH, UK Electron Physical Science Imaging Centre, Diamond Light Source, Didcot, OX11 0DE, UK

Abstract

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Type
Imaging Chemical Reactions using High Speed Electron Microscopy (EM)
Information
Microscopy and Microanalysis , Volume 28 , Supplement S1 , August 2022 , pp. 1794 - 1796
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Copyright
Copyright © Microscopy Society of America 2022

References

Skowron, ST, et al. , Carbon 105 (2016), p. 176.CrossRefGoogle Scholar
Robertson, AW et al. , Nature Communications 3(1) (2012), p. 1.CrossRefGoogle Scholar
Kotakoski, J, Mangler, C and Meyer, JC, Nature Communications 5 (2014), p. 3991.CrossRefGoogle Scholar