The American Museum of Natural History ( AMNH ) , on the Upper West Side , Manhattan , New York , USA , is one of the largest museums in the world . The American Museum of Natural History ( abbreviated as AMNH ) , located on the Upper West Side of Manhattan in New York City , United States , is one of the largest and most celebrated museums in the world .