“…45,46,47,48,49,50,51,52,53 There were recent approaches to combine Redfield theory of electron relaxation with on-the-fly coupling of electrons-to-lattice through a molecular dynamics (MD) trajectory in the basis of density functional theory (DFT). 54,55,56,57,58,59,60,61,62 The photo-induced electron transfer at the interfaces of a molecule or a water layer, a graphenelayer, a semiconductor quantum dor or perovskite layer with rutile TiO 2 surfaces has been investigated by Prezhdo et al 63,64,65,66,67,68 using real-time nonadiabatic MD. 69,70,71,72 These works have provided an understanding of the mechanisms of electron transfer, relaxation, and recombination dynamics, and the effect of these processes on the solar cell efficiencies.…”