An Explorer’s Toolkit for Traversing Chemical Space: Making Decisions under the Weight of Uncertainty in Drug Discovery

Drug discovery proceeds in stages, and each stage asks a different question ofcomputation. Early on, the task is to find promising starting points in a space far too large to examine exhaustively, and the methods used are fast and only loosely predictive. Later, once a chemical series is established