Paul Join-Lambert

Template-Guided 3D Molecular Pose Generation via Flow Matching and Differentiable Optimization

Predicting the 3D conformation of small molecules within protein binding sites is a key challenge in drug design. When a crystallized reference ligand (template) is available, it provides geometric priors that can guide 3D pose prediction. We present a two-stage method for ligand conformation genera…