Author

Shuquan Ye

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Preprint Aug 2026

ED-DiT: Physics-Guided Diffusion Pretraining for Transferable Molecular Representations from Electron Density

ED-DiT, a physics-guided Diffusion Transformer for self-supervised pretraining on electron-density point clouds, demonstrates the effectiveness of physics-guided electron-density pretraining for learning transferable molecular representations.

Shuang Liang, Haocheng Wang, Jiayi Song et al. · 0 citations