The explosions occurred because the reactors were melting out of the RPV containment. Whenever you see a reactor building explode, you have to assume that the core has escaped containment and that caused the explosion. So the reactor cores exploded via their gas emissions.
Nuclear fuel doesn’t explode nor does it burn. You have been lied to on this subject.