ZeoNet: 3D convolutional neural networks for predicting adsorption in nanoporous zeolites

ZeoNet, based on 3D convolutional neural networks and a volumetric distance-grid representation, delivers an exceptional performance in predicting Henry's constants for adsorption of long-chain hydrocarbon molecules in all-silica zeolites.