The melting point of catalysts is determined using techniques such as Differential Scanning Calorimetry (DSC) or Thermogravimetric Analysis (TGA). These methods help in identifying the temperatures at which phase transitions occur, providing valuable information for designing catalysts that can withstand high-temperature reactions.