%AChang, Tyler%AWatson, Layne%ALux, Thomas%AButt, Ali%ACameron, Kirk%AHong, Yili%Anull Ed.%BJournal Name: ACM Transactions on Mathematical Software; Journal Volume: 46; Journal Issue: 4 %D2020%I %JJournal Name: ACM Transactions on Mathematical Software; Journal Volume: 46; Journal Issue: 4 %K %MOSTI ID: 10272224 %PMedium: X %TAlgorithm 1012: DELAUNAYSPARSE: Interpolation via a Sparse Subset of the Delaunay Triangulation in Medium to High Dimensions %XDELAUNAYSPARSE contains both serial and parallel codes written in Fortran 2003 (with OpenMP) for performing medium- to high-dimensional interpolation via the Delaunay triangulation. To accommodate the exponential growth in the size of the Delaunay triangulation in high dimensions, DELAUNAYSPARSE computes only a sparse subset of the complete Delaunay triangulation, as necessary for performing interpolation at the user specified points. This article includes algorithm and implementation details, complexity and sensitivity analyses, usage information, and a brief performance study. %0Journal Article