Technically the Japanese did invade the U.S.
They did it in 1941 & 1942 when they attacked and invades the U.S. territories of Guam, the Philippines, and Alaska (Attu & Kiska), along with the U.S. possession of Wake Island.
However, by 1945 Japan had ceased to exist as a naval power. Even...