This workshop focuses on physics education augmented with the resources of high performance computing (HPC). Primary workshop content draws from the traditional physics curriculum, illustrating how to reshape that content in the light of new scientific perspectives made possible by modern numerical computing. The workshop achieves this by demonstrating uses of modern computing methods and HPC to solve modern-day physics problems.