Yes, that's what I have and they work fabulously. I just wrote about this very subject in another thread last night, here it is :
And Mike A is right - you will want a 0-30 psi regulator for your propane, NOT a 0-100 or 120 or whatever. His advice saved me years of fire-breathing-dragon-flame frustration.
As far as I know, most regulators for acetylene only go to 30psi, with above 15 psi being in the red zone - so it's likely you have the right kind.
Hope this helps,