AFAIK the zip bomb only works with a proprietary RAR format, and that depends on the implementation of the format the program is using, so it depends on the program you use. Few phones have a simple built-in extraction tool, I doubt this will work on phones, but then again I haven't done it
How about you try it and tell us about it?