Kate & Leopold (2001)

Liebert (played by Hugh Jackman) is a down-and-out aristocratic Duke in the 19th century. At a blind date party arranged for him by his family, he accidentally broke into the time and space tunnel and came to more than 100 years ago in order to track down a stranger, the mad scientist Stuart. Later in the 21st century, Stewart's unexpected hospitalization caused the Duke to face...