We use the phrase “joined-up” here with a double meaning: to convey two aspects of scientific discovery which we believe are essential, yet under-researched with respect to automating scientific discovery processes. Firstly, from an Artificial Intelligence perspective, the majority of approaches to using AI techniques involve a disjointed sequential application of different problem solving meth...