Manifold-Constrained Nucleus-Level Denoising Diffusion Model for Improving Structure-Based Drug Design

A manifold-constrained denoising diffusion model, NucleusDiff, is proposed to effectively generate ligands with high binding affinities and reduced separation violations for structure-based drug design.