Steady-state heat transfer refers to the condition where the temperature distribution in a material does not change over time, meaning that the heat entering a system is equal to the heat leaving it. This implies that thermal properties remain constant and no energy is stored within the system, making it a fundamental assumption in many thermal analyses and engineering applications.