Luis Daniel Ballesteros Dustin Franklin AiS Challenge Abstract 2004-2005 The goal of our project is to model fire propogation on a given environment. We will have characteristics that define the environment and predict what will happen under a environment given. We will do this using Self Organizing Map, which will receive outcomes of fire propogation under certain conditions and predict what will happen under given conditions. This will help us understand how a fire might act so we can figure out how to prevent propogation.