Inside Cover: Discovering Electrochemistry with an Electrochemistry-Informed Neural Network (ECINN) (Angew. Chem. Int. Ed. 13/2024)
Graphical Abstract
A festive electrochemistry-informed neural network (ECINN) is demonstrated by Richard G. Compton et al. (e202315937) in their Communication. The ECINN has three subnets, each made of three layers of “Chinese lantern” neurons, embedding diverse electrochemical knowledge including electrochemical kinetics to mass transport to solve experimental voltammograms and hence parameter estimation. Decorated with auspicious clouds and China′s earliest dragon from Neolithic Hongshan Culture, the cover celebrates the Year of the Dragon.