This book asks the question “Can you trust results from modeling and simulation?” and provides a framework for assessing the reliability of and uncertainty included in the results used by decision makers and policy makers in industry and government. The emphasis is on models described by PDEs and their numerical solution. William L. Oberkampf and Christopher J. Roy consider procedures and results from all aspects of verification and validation, integrated with modern methods in uncertainty quantification and stochastic simulation.