In particular, he studies how energy is lost through friction, looking for microscopic models that can explain the efficiencies of batteries and solar cells. He has made significant contributions to the so-called ``surface hopping'' model of nonadiabatic dynamics, whereby electronic relaxation is modeled as a sharp, stochastic process (as opposed to a continuous, mean-field process).