Yes*
* but depending on how you set it up, you many need Win8+ for it to read them, if you selected to format the drives with ReFS
and all files may not be on that particular drive, again depending on you spaces setup.
If your pool/space is setup as mirror, then the files will be the same on both drives
If you setup parity between drives, then some files will be on one drive and some on the others