Zobrazeno 1 - 9 of 9 pro vyhledávání: '"Luke Gundry"'
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Inclusion of multiple cycling of potential in the deep neural network classification of voltammetric reaction mechanisms
Autor: Luke Gundry, Gareth F. Kennedy, Alan M. Bond, Jie Zhang
Publikováno v: Faraday Discussions. 233:44-57
The use of Deep Neural Networks (DNNs) for the classification of electrochemical mechanisms using simulated voltammograms with one cycle of the potential for training has previously been reported. In this paper, it is shown how valuable additional pa
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a53e676b4d3c03059b7ca75f5dda6f58
https://doi.org/10.1039/d1fd00050k
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4
Recent advances and future perspectives for automated parameterisation, Bayesian inference and machine learning in voltammetry
Autor: Martin Robinson, Jie Zhang, Alan M. Bond, SiXuan Guo, Gareth F. Kennedy, David J. Gavaghan, Jonathan M. Keith, Luke Gundry
Publikováno v: Chemical Communications. 57:1855-1870
Advanced data analysis tools such as mathematical optimisation, Bayesian inference and machine learning have the capability to revolutionise the field of quantitative voltammetry. Nowadays such approaches can be implemented routinely with widely avai
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::4de404a9760c371f857f868eb82437a0
https://doi.org/10.1039/d0cc07549c
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6
Electrode Material Dependence, Ion Pairing, and Progressive Increase in Complexity of the α-[S2W18O62]4–/5–/6–/7–/8–/9–/10– Reduction Processes in Acetonitrile Containing [n-Bu4N][PF6] as the Supporting Electrolyte
Autor: Alan M. Bond, Anisur Rahman, Luke Gundry, Tadaharu Ueda, Jie Zhang
Publikováno v: The Journal of Physical Chemistry C. 124:16032-16047
Large amplitude Fourier transform alternating current (FTAC) voltammetry has been used to parameterise the electrode kinetics associated with the reduction of α-[S2W18O62]^(4-) in acetonitrile ([n-...
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::0eb9223e02feeb8f87a264b664b7863a
https://doi.org/10.1021/acs.jpcc.0c04735
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7
A comparison of Bayesian inference strategies for parameterisation of large amplitude AC voltammetry derived from total current and fourier transformed versions
Autor: Alan M. Bond, Luke Gundry, Gareth F. Kennedy, Jie Zhang, Martin Robinson, David J. Gavaghan, Jonathan M. Keith
Use of carefully designed computer supported parameterisation methods in voltammetric studies can provide highly robust and accurate methods for simultaneously quantifying the large number of parameters present in complex electrochemical reactions. I
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e600275119c09eb328467f39422acc43
https://doi.org/10.1002/celc.202100391
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8
Application of Bayesian Inference in Fourier-Transformed Alternating Current Voltammetry for Electrode Kinetic Mechanism Distinction
Autor: Alan M. Bond, Jiezhen Li, Luke Gundry, Jie Zhang, Gareth F. Kennedy
Publikováno v: Analytical Chemistry. 91:5303-5309
Estimation of parameters of interest in dynamic electrochemical (voltammetric) studies is usually undertaken via heuristic or data optimization comparison of the experimental results with theory based on a model chosen to mimic the experiment. Typica
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f9a36abfdbdbbaf8574bbfaf01ef2ea0
https://doi.org/10.1021/acs.analchem.9b00129
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