The Second International Symposium of Fatigue of Materials: Advances and Emergences in Understanding is a five-session symposium held in conjunction with the Materials Science and Technology Conference 2012 (MS&T 2012) at Pittsburgh, Pennsylvania, during October 7-11, 2012.