Against a backdrop of global energy demands, it would be helpful to accelerate the transition of fusion energy from laboratory experiments to working power plants. This Perspective discusses areas of fusion energy research that are benefitting from supercomputing, such as simulations of complex plasma behaviour and materials under extreme conditions.