Ironically, the German war plans were geared towards the conflict starting in 1944. If they had held off and gone to war later with vastly greater numbers of submarines, jet fighters (Me 262), and perhaps even a nuclear weapon...
Realistically the German's had zero chance of developing nuclear weapons. That wasn't known at the time, but we know enough about their program now to say that with certainty.