 Film critic Justin Chang, writing for "Variety", summarized the film as "eloquent about love, self-realization and adolescent angst".The main theme addressed in "Rocket Science" is Hal's coming of age, which is portrayed both by his understanding of love and finding his voice.The film takes its title from Hal's closing quote that understanding life and love "shouldn't be rocket science".