Adventures in Supercomputing (AiS) introduces students to computational science which seeks to gain an understanding of science principally through the use and analysis of mathematical models on high-performance computers. Students engage in long-term projects which require them to pose hypotheses, to develop mathematical models to solve problems using a computer, and to analyze their results. This online textbook supports students in the process of computational problem solving and project development.