In cases where only an activation energy is required, the activation energy of the model reaction can be used directly or as an input to another model after it has been characterized. For some use cases, a reaction-specific activation energy and TS geometry are sought even if the model reaction is already characterized. For these cases, we also show how TS initial guesses can be generated from the model reaction that accelerate and improve the accuracy of the TS search (Fig. ).