Pharmaceutical research and development is constrained by rising costs and declining productivity, resulting in fewer new drugs reaching the market 1,2. Artificial intelligence (AI) and generative AI ...

Figure 1. Overall framework of MIGDTA. GCN: graph convolutional network; GIN: graph isomorphism network; CNN: convolutional neural network; MLP: multi-layer ...

To ensure the safety of industrial systems and reduce downtimes, fault diagnosis must be accurate and timely. A graph neural network-based method introduced in this paper is referred to as the ...