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Submodules and overall architecture of the proposed graph network MolHGT. (a) Architecture of a heterogeneous graph transformer. (b) Architecture of the VNT. (c) Overall architecture of MolHGT. Molecules were loaded to train the graph network MolHGT, and the molecular properties were calculated as the output predictions.
