Extremely Large Scale Simulation of Surface Growth and Lattice Gases

Learn how to do efficient simulations of interface growth and Kinetic Monte Carlo on GPUs. Due to a mapping of the surface dynamics onto a binary lattices gas bit-coding permits to achieve simulations of unprecedentedly large sizes (2^17 x 2^17) and large speedups (~430 with respect to a single CPU). Explore new techniques in different implementations on GPUs using CUDA and OpenCL. Dive deep into the run-time and scaling analysis on different architectures to find optimal solutions for solving current simulation problems in the field of statistical physics and materials science.