High Performance Computing for Computational Science - VECPAR 2018: 13th International Conference, São Pedro, Brazil, September 17-19, 2018, Revised Selected Papers. The 17 full papers and one short paper included in this book were carefully reviewed and selected from 32 submissions presented at the conference.