Deep learning in-depth analysis of crystal graph convolutional neural networks:

This review evaluates #CGCNN in #MaterialsInformatics, detailing architecture, limitations, and integration with #GenerativeModels, while outlining benchmarking and strategies to advance data‑driven #MaterialsDiscovery.

#OpenAccess in Nanotechnology Reviews: doi.org/10.1515/ntre...