We report an ab-initio study of the stability and electronic properties of transition metal silicides in order to study their potential for high temperature thermoelectric applications. We focus on the family M5Si3 (M = Ta, W) which is stable up to a
bout 2000 {deg}C. We first investigate the structural stability of the two compounds and then determine the thermopower of the equilibrium structure using the electronic density of states and Motts law. We find that W5Si3 has a relatively large thermopower but probably not sufficient enough for thermoelectric applications.
