The Office of the Under Secretary for Science has identified six initiatives of special priority for the DOE Office of Science. These initiatives are activities or areas of research that are inherently multidisciplinary—cutting across several scientific fields—or especially promising, or both. They include Advanced and Sustainable Energy, Artificial Intelligence and Machine Learning, Genomics, High Performance Computing, Large-Scale Scientific Instrumentation, and Quantum Information Science.