Science is not just experiments: it is also observation and thought.  Astronomers, for example, rely on mathematics and thought experiments and coming up with scenarios to explain observations (one cannot experiment on black holes, but one can study them).  Ideally one's scenario should go further than just explain observations but also predict things that observers can then go look for.