The race is on to make supercomputers as powerful as possible, exascale-class computers capable of a million trillion calculations per second, to solve some of the world's most important problems, including climate change, the need for ultra-long-life batteries for cars, operating fusion reactors with plasma that reaches 150 million degrees Celsius and creating bio-fuels from weeds and not corn.