The rapid growth of generative AI and large-scale models has significantly increased power consumption in computing chips, pushing thermal management into critical focus. High-end AI accelerators now consume power at kilowatt levels, producing concentrated heat fluxes that challenge existing cooling methods, potentially limiting performance and reliability across data center systems.