Thermal-hydraulic analysis is the study of heat transfer and fluid flow within nuclear reactors, crucial for ensuring the safe and efficient operation of these systems. It involves complex simulations and modeling to predict the behavior of coolant systems under various operational and accident scenarios, helping to prevent overheating and potential reactor failures.