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    Graph neural network-based drug-drug interaction prediction by Khushnood Abbas, Chen Hao, Xu Yong, Mohammad Kamrul Hasan, Shayla Islam, Abdul Hadi Abd Rahman

    Published 2025-08-01
    “…Thus, the accurate prediction of DDIs is paramount. Building on recent advancements in graph neural network (GNN) architectures, this paper extends prior research, such as the SAGE GNN model, Graph Attention Network model, and Graph Diffusion Network model, by integrating advanced techniques such as skip connections, post-processing layers, and optimized training methods. …”
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    Solar Wind Speed Prediction via Graph Attention Network by Yanru Sun, Zongxia Xie, Haocheng Wang, Xin Huang, Qinghua Hu

    Published 2022-07-01
    “…This paper elaborately designs an end‐to‐end model: Graph‐Temporal‐AR model (GTA) for solar wind speed prediction. …”
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