Participant talk: Gentlest Ascent Dynamics for Calculating First Excited State and Exploring Energy Landscape of Kohn-Sham Density Functionals Chen Li Duke University chemistry We develop the gentlest ascent dynamics (GAD) for Kohn-Sham density functional theory to search for the index-1 saddle points (i.e., the stationary points with one and only one energy descending direction) on the energy landscape of the Kohn-Sham density functionals. These stationary solutions correspond to excited states in the ground state functionals. As shown by various examples, the first excited states of many chemical systems are given by these index-1 saddle points. Our novel approach provides an alternative, more robust way to obtain these excited states, compared with the widely used ?SCF approach. The method can be easily generalized to target higher index saddle points. Our results also reveal the physical interest and relevance of studying the Kohn-Sham energy landscape. This is joint work with Jianfeng Lu (Duke) and Weitao Yang (Duke and South China Normal University).