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Page 10 of 20                        Zhu et al. J. Mater. Inf. 2025, 5, 8  https://dx.doi.org/10.20517/jmi.2024.76












































































                Figure 2. A flowchart for predicting the density of intermetallic compounds using machine learning and GNN models, involving collecting
                raw data, creating feature pools, building models, and evaluating model performance. GNN: Graph neural network.
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