Nature

Attention mechanism-enhanced graph convolutional neural network for unbalanced lithology identification

In this study, we propose a novel method for identifying lithology using an attention mechanism-enhanced graph convolutional neural network (AGCN). The aim of this method is to address the limitations ...
Nature

Inferring gene regulatory networks with graph convolutional network based on causal feature reconstruction

Gene regulatory network (GRN) 1 describe the complex regulatory relationships among genes and is one of the key tools to assist researchers in analyzing and understanding biological processes at the ...