Common types of liquid cooling loops used in data center applications include direct-to-chip cooling, indirect cooling using heat exchangers, and immersion cooling using dielectric liquids. These loops can be implemented using various configurations, such as single-phase or two-phase flow, and may incorporate components like pumps, valves, and heat exchangers to manage the flow and temperature of the coolant.