Fig. 1: Schematic representation of the application of AI methods for the discovery and design of new ISMs.
From: Materials discovery of ion-selective membranes using artificial intelligence

AI can optimize current ISMs or suggest new ISMs based on computational (or experimental) data. Optimization and discovery of new materials in this method are based on a model that AI builds from related computational (or experimental) datasets. Based on this model, AI can determine the optimal conditions for ion separation (including ISMs type).