QUESTION Why don't the rockets use nuclear fuel? ANSWER from Cathy Davis on December 10, 1996: Some rocket engines were developed to use nuclear fuel. One developed in the early 1970's, called NERVA, demonstrated performance superior to any chemical rocket engines. However, there are many safety concerns about using nuclear fuel for rocket engines.