More or less so.
Any finite tiling involving principally five or ten sides shapes will look a bit like part of a Penrose tiling.
During the times and places when and where the local imams or mullahs too the Koranic prohibition on images as forbidding representational art, there wasn't much for an artist to do but fancy Arabic caligraphy and trying out different geometric patterns.