Exhaustive search for novel multicomponent alloys with brute force and machine learningINTERMETALLIC compoundsDENSITY functional theoryCRYSTAL latticesMACHINE learningCHEMICAL elementsWe present an algorithm for the high-throughput computational discovery of intermetallic compounds in systems with a large number of...