Removing 65 Years of Approximation in Rotating Ring Disk Electrode Theory with Physics-Informed Neural Networks

The rotating Ring Disk Electrode (RRDE), since its introduction in 1959 by Frumkin and Nekrasov, has become indispensable with diverse applications in electrochemistry, catalysis, and material science. The collection efficiency ( N ) is an important parameter extracted from the ring and disk current...

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Bibliographic Details
Main Authors: Chen, H, Smetana, B, Novák, V, Zhang, Y, Sokolov, SV, Kätelhön, E, Luo, Z, Zhu, M, Compton, RG
Format: Journal article
Language:English
Published: American Chemical Society 2024