Nature Machine Intelligence, Published online: 01 April 2026; doi:10.1038/s42256-026-01210-2
Wang et al. introduce TDFold, which reformulates 3D protein structure prediction as a 2D image-like diffusion task. Its geometric template diffusion framework offers greater accuracy, speed and efficiency than leading models.