The impact of this temperature parameter is shown in Figure . At low temperatures, the generated molecules often come from the training set and only show a low diversity. Across all temperatures, the generated molecules seem synthesizable, as judged by a low SA score. Increasing the temperature gives us more diverse and novel structures, but one can also expect more structures that make no chemical sense, i.e., are invalid.