Conjecturing hidden entities by means of simplicity and conservation laws: Machine discovery in chemistry

摘要

We show that combinatorial search, constrained by experimental evidence, domain knowledge, and simplicity, is sufficient to discover credible explanatory hypotheses in a scientific task of current importance.