Lots of people do. ISTR the caps won't last forever, but you should get a few uses out of them. I have half a memory I read it's possible to buy new caps when they do give up. The screwcap bottles are often a slightly different diameter to normally corked bottles so some corks are a bad fit in them - use the screwcaps.