They could, for a little while. You’d have a very hard time refining petroleum fuel in 1942 to the quality necessary for the jets, so you’d be limited by however much was stored on the base.

I’m also not sure how you’d deploy those aircraft across the Pacific or Atlantic other than disassembling, shipping and then reassembling them.