Ensemble-Conditioned Molecular Design Accounts for Conformer Distributions

A new arXiv preprint argues that molecular design should not be reduced to finding candidates that lock into one bioactive shape, since real molecules exist across a range of conformations. The authors propose an ensemble-conditioned method that designs molecules against this distribution of shapes rather than a single structure, aiming to better capture the properties that determine whether a candidate succeeds.