Despite the detection and synthesis of millions of compounds in nature and in labs, our current understanding of the chemical composition of biological and environmental systems remains far from complete. The Huan research lab has developed a groundbreaking bioinformatic tool that is revolutionizing chemistry by accurately annotating the molecular formulae of unknown chemicals.