Figure : Schematic representation of the workflow from real-world chemical libraries to the optimal schedule. Retrosynthesis is used to generate synthetic routes that are represented by a reaction network. This reaction network is then used to create an operation network including specific operations, constraints, and the precedence relations among them. The operation network constitutes the input to the scheduler to produce an optimal schedule.