Global humanitarian and ecological challenges have sparked an unprecedented demand for novel functional materials across diverse industries, including clean energy technologies (renewable energy conversion and energy storage) as well as medicine and health care. Motivated by the urgency of these crises, researchers have realized the need to accelerate the often laborious and empirical discovery process of designing, fabricating and testing new materials.