The wreckage of I-401 was discovered by the Pisces deep-sea submarines of the Hawaii Undersea Research Laboratory in March 2005 at a depth of 820 metres (2,690 ft).
I-401 vraki leidsid Hawaii Undersea Research Laboratory töötajad 2005. aasta märtsis 820 meetri sügavuselt.