A graph transformer that builds a hierarchical graph of atoms and rings, using cross-attention on ring connections, improves power conversion efficiency prediction on the CEPDB dataset by 22.77% relative MAE.
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RingFormer: A Ring-Enhanced Graph Transformer for Organic Solar Cell Property Prediction
A graph transformer that builds a hierarchical graph of atoms and rings, using cross-attention on ring connections, improves power conversion efficiency prediction on the CEPDB dataset by 22.77% relative MAE.