Utilizing the NAMD methods described in Sec. 4.1, several realistic ab initio simulations of polaritonmediated photochemical reactions have been investigated. Using these methods provides a simulation with more atomistic details compared to the simpler model simulations (e.g. in Fig. ) and allows for detailed molecular insight into cavity modified photochemical reactions.