Data center cooling remains a critical challenge, prompting advancement in cutting-edge technologies. Liquid direct-to-chip systems, utilizing coolant or engineered dielectric fluids, offer significant improvements compared to traditional air cooling . Moreover, liquid-evaporation cooling, leveraging the inherent heat absorption of phase transition