I believe I've fixed the black screen bug. Please contact me if this isn't the case. Make sure using version 7 or higher (small number in the bottom right of the screen.)
You can clear steam download cache to trigger an update.
I've included a shortcut to the Julia section that activates when you hold the "j" key on the start screen. Thanks for playing!