Matcha: Multi-Stage Riemannian Flow Matching for Accurate and Physically Valid Molecular Docking

Predicting a protein--ligand binding pose is central to structure-based drug design, yet current docking methods still struggle to combine speed, accuracy and physical plausibility. We introduce Matcha, which refines a ligand pose by three flow-matching stages in translation, rotation and torsion sp