A scientist works largely by intuition. Given enough experience, a scientist examining a problem can leap to an intuition as to what the solution 'should look like.' ... Science is ultimately based on insight, not logic.
Guy Consolmagno (2000). “Brother Astronomer: Adventures of a Vatican Scientist: Adventures of a Vatican Scientist”, McGraw Hill Professional