Preprint
Jul 2026
BDIP-Net: Dual-Interaction Graph Learning for Property Prediction of Bilayer Materials
Results show that the MatterSim-D3-based workflow closely reproduces DFT-PBE-D3 optimized structures, while BDIP-Net consistently outperforms existing graph neural network and potential-based approaches for bilayer property prediction.
Anh Vuong, Chen Zhao, Jin Hu et al.
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