Machine Learning for Estimating Electron Transfer Rates From Square Wave Voltammetry

ChemPlusChem ◽

10.1002/cplu.202100418 ◽

2021 ◽

Author(s):

Austen C. Adams ◽

Sauraj Jha ◽

David J. Lary ◽

Jason D. Slinker

Keyword(s):

Machine Learning ◽

Electron Transfer ◽

Square Wave Voltammetry ◽

Transfer Rates ◽

Square Wave ◽

Wave Voltammetry

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Simulation-Based Approach to Determining Electron Transfer Rates Using Square-Wave Voltammetry

Langmuir ◽

10.1021/acs.langmuir.7b00359 ◽

2017 ◽

Vol 33 (18) ◽

pp. 4407-4413 ◽

Cited By ~ 21

Author(s):

Philippe Dauphin-Ducharme ◽

Netzahualcóyotl Arroyo-Currás ◽

Martin Kurnik ◽

Gabriel Ortega ◽

Hui Li ◽

...

Keyword(s):

Electron Transfer ◽

Square Wave Voltammetry ◽

Transfer Rates ◽

Square Wave ◽

Wave Voltammetry ◽

Simulation Based

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Potassium Ferro cyanide electrochemically detected by Differential Pulse and Square Wave Voltammetry in a Competition using Gradient Boosting as Machine Learning Algorithm

2020 4th International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT) ◽

10.1109/ismsit50672.2020.9254514 ◽

2020 ◽

Author(s):

Nemah Abu Shama ◽

Suleyman Asir ◽

Kamil Dimililer ◽

Mehmet Ozsoz

Keyword(s):

Machine Learning ◽

Square Wave Voltammetry ◽

Learning Algorithm ◽

Differential Pulse ◽

Gradient Boosting ◽

Machine Learning Algorithm ◽

Square Wave ◽

Wave Voltammetry

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(General Student Poster Session Winner - 3rd Place) Designing and Implementing a Tailored Alternative Data Analysis Algorithm (TADAA) to Evaluate Quasireversible Heterogeneous Electron Transfer Measurements By Square Wave Voltammetry

ECS Meeting Abstracts ◽

10.1149/ma2021-01512021mtgabs ◽

2021 ◽

Vol MA2021-01 (51) ◽

pp. 2021-2021

Author(s):

Christian D Haas ◽

Joshua Richard Coduto ◽

Johna Leddy

Keyword(s):

Electron Transfer ◽

Data Analysis ◽

Poster Session ◽

Square Wave Voltammetry ◽

Analysis Algorithm ◽

Square Wave ◽

Heterogeneous Electron Transfer ◽

Wave Voltammetry

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Analytical and kinetic investigations of totally irreversible electron transfer reactions by square-wave voltammetry

Analytica Chimica Acta ◽

10.1016/0003-2670(91)87110-s ◽

1991 ◽

Vol 251 (1-2) ◽

pp. 13-25 ◽

Cited By ~ 27

Author(s):

Michael J. Nuwer ◽

John J. O'Dea ◽

Janet Osteryoung

Keyword(s):

Electron Transfer ◽

Square Wave Voltammetry ◽

Transfer Reactions ◽

Electron Transfer Reactions ◽

Square Wave ◽

Wave Voltammetry ◽

Kinetic Investigations

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Classification of As, Pb and Cd heavy metal ions using square wave voltammetry, dimensionality reduction and machine learning

IEEE Access ◽

10.1109/access.2022.3143451 ◽

2022 ◽

pp. 1-1

Author(s):

Jersson X. Leon-Medina ◽

Diego A. Tibaduiza ◽

Juan C. Burgos ◽

Martha Cuenca ◽

Dreidy Vasquez

Keyword(s):

Machine Learning ◽

Heavy Metal ◽

Dimensionality Reduction ◽

Metal Ions ◽

Heavy Metal Ions ◽

Square Wave Voltammetry ◽

Square Wave ◽

Wave Voltammetry

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Cyclic Square Wave Voltammetry of Single and Consecutive Reversible Electron Transfer Reactions

Analytical Chemistry ◽

10.1021/ac9016874 ◽

2009 ◽

Vol 81 (21) ◽

pp. 9041-9047 ◽

Cited By ~ 31

Author(s):

John C. Helfrick ◽

Lawrence A. Bottomley

Keyword(s):

Electron Transfer ◽

Square Wave Voltammetry ◽

Transfer Reactions ◽

Electron Transfer Reactions ◽

Square Wave ◽

Wave Voltammetry ◽

Reversible Electron Transfer

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Modeling and Experimental Study of the Electron Transfer Kinetics for Non-ideal Electrodes Using Variable-Frequency Square Wave Voltammetry

Analytical Chemistry ◽

10.1021/acs.analchem.1c01286 ◽

2021 ◽

Author(s):

Aleksei N. Marianov ◽

Alena S. Kochubei ◽

Tanglaw Roman ◽

Oliver J. Conquest ◽

Catherine Stampfl ◽

...

Keyword(s):

Experimental Study ◽

Electron Transfer ◽

Square Wave Voltammetry ◽

Variable Frequency ◽

Electron Transfer Kinetics ◽

Square Wave ◽

Wave Voltammetry

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Cyclic Square Wave Voltammetry of Surface-Confined Quasireversible Electron Transfer Reactions

Langmuir ◽

10.1021/acs.langmuir.5b01684 ◽

2015 ◽

Vol 31 (34) ◽

pp. 9511-9520 ◽

Cited By ~ 10

Author(s):

Megan A. Mann ◽

Lawrence A. Bottomley

Keyword(s):

Electron Transfer ◽

Square Wave Voltammetry ◽

Transfer Reactions ◽

Electron Transfer Reactions ◽

Square Wave ◽

Wave Voltammetry

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Variable temperature study of electro-reduction of 3-nitrophenolate via cyclic and square wave voltammetry: Molecular insights into electron transfer processes based on the asymmetric Marcus–Hush model

Electrochimica Acta ◽

10.1016/j.electacta.2012.12.129 ◽

2013 ◽

Vol 110 ◽

pp. 772-779 ◽

Cited By ~ 7

Author(s):

Eduardo Laborda ◽

Danu Suwatchara ◽

Neil V. Rees ◽

Martin C. Henstridge ◽

Angela Molina ◽

...

Keyword(s):

Electron Transfer ◽

Square Wave Voltammetry ◽

Variable Temperature ◽

Square Wave ◽

Temperature Study ◽

Transfer Processes ◽

Wave Voltammetry ◽

Electron Transfer Processes

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Method of Evaluation of Electron Transfer Kinetics of a Surface-Confined Redox System by Means of Fourier Transformed Square Wave Voltammetry

Analytical Chemistry ◽

10.1021/ac800744d ◽

2008 ◽

Vol 80 (14) ◽

pp. 5666-5670 ◽

Cited By ~ 8

Author(s):

Xinjian Huang ◽

Lishi Wang ◽

Shijun Liao

Keyword(s):

Electron Transfer ◽

Square Wave Voltammetry ◽

Redox System ◽

Electron Transfer Kinetics ◽

Square Wave ◽

Wave Voltammetry ◽

Method Of Evaluation ◽

Kinetics Of

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