Efficient non-uniform grid for GPU-parallel Shallow Water Equations models

摘要

A GPU parallelized finite volume scheme which solves the two dimensional Shallow Water Equations with multi-resolution is presented. Different levels of resolution are introduced by means of a novel type of grid called Block-Uniform Quadtree (BUQ), which is able to exploit the computational capability of GPUs with negligible overheads, allowing at the same time to reproduce small scale effects. The model has been tested by simulating floods propagation on a 38 km long reach of the Parma River (Italy) with a remarkable reduction of computational times and allocated memory, if compared with a Cartesian high-resolution grid.