Cryogenic storage systems, vital for preserving materials at extremely low temperatures, inevitably experience a phenomenon known as boil-off. This occurs as a consequence of the natural heat transfer between the cryogen and its surroundings, resulting in the gradual conversion of liquid to gaseous