Following the aforementioned AZIB electrolyte screening workflow, we performed multiple rounds of multimodal optimization, refining the LJ parameters under charge-scaled models with different scaling factors (0.6, 0.7, and 0.8). We then compared the original model (GAFF + SPC/E), the charge-scaled model (one of the most commonly used approaches in previous literature ), and the corresponding optimized models generated in this work.