Protein Design · Structure prediction
PLACER
(Work in Progress)
Generate an ensemble of protein-ligand poses and side-chain conformations. Given a protein pocket and ligand, estimates how the ligand and sidechains will arrange themselves.
Runs PLACER (Protein-Ligand Atomistic Conformational Ensemble Resolver), a graph network that denoises corrupted atomic coordinates back to plausible ones. Given a structure and approximate knowledge of the binding site, it samples an ensemble of ligand poses and side-chain conformations rather than a single answer, with a predicted uncertainty (prmsd) per sample.