This white paper was meant to frame the discussion at a recent Council on Competitiveness roundtable meeting on leveraging high performance computing (HPC) to increase the innovation and productivity of the U.S. manufacturing sector. The meeting, hosted at The George Washington University, focused on ways to use public-private partnerships to promote HPC adoption in small and mid-sized U.S. manufacturing companies.