A survey of the practice of computational science. In International Conference for High Performance Computing, Networking, Storage and Analysis, pages 19:1–19:12, 2011. (doi:10.1145/2063348.2063374) Computing plays an indispensable role in scientific research. Presently, researchers in science have different problems, needs, and beliefs about computation than professional programmers. In order to accelerate the progress of science, computer [...]