Flowsheet synthesis through hierarchical reinforcement learning and graph neural networks

Laura Stops, Roel Leenhouts, Qinghe Gao +1

Process synthesis experiences a disruptive transformation accelerated by digitization and artificial intelligence. We propose a reinforcement learning algorithm for chemical proces…