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Cyrille Costentin

5 results in Authors: Cyrille Costentin

Theoretical and Computational Chemistry

Electrochemical mechanistic analysis from cyclic voltammograms based on deep learning

Benjamin Hoar, Weitong Zhang, Shuangning Xu, Rana Deeba, Cyrille Costentin, Quanquan Gu, Chong Liu

Version 1 posted 09 June 2022

518

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1

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Analytical Chemistry

Autonomous closed-loop mechanistic investigation of molecular electrochemistry via automation

Hongyuan Sheng, Jingwen Sun, Oliver Rodríguez, Benjamin Hoar, Weitong Zhang, Danlei Xiang, Tianhua Tang, Avijit Hazra, Daniel Min, Abigail Doyle, Matthew Sigman, Cyrille Costentin, Quanquan Gu, Joaquín Rodríguez-López, Chong Liu

Version 1 posted 16 October 2023

752

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1

Citations

Analytical Chemistry

What is the appropriate data representation of electrochemical impedance spectroscopy in machine-learning analysis?

Jingwen Sun, Weitong Zhang, Yuanzhou Chen, Benjamin Hoar, Hongyuan Sheng, Jenny Yang, Cyrille Costentin, Quanquan Gu, Chong Liu

Version 1 posted 26 February 2024

498

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Deciphering Reversible Homogeneous Catalysis of the Electrochemical H2 Evolution and Oxidation: Role of Proton Relays and Local Concentration Effects

Bertrand Reuillard, Cyrille Costentin, Vincent Artero

Version 1 posted 24 February 2023

315

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Analytical Chemistry

Redox-detecting deep learning for mechanism discernment in multi-redox cyclic voltammograms

Benjamin Hoar, Weitong Zhang, Yuanzhou Chen, Jingwen Sun, Hongyuan Sheng, Yucheng Zhang, Jenny Yang, Cyrille Costentin, Quanquan Gu, Chong Liu

Version 2 posted 03 May 2024

660

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