Can you delete 'cores'

I have run program called Disk inventory X to see what was mysteriously taking up my free space on the hard drive. There at the top was a folder called Cores containing 65 gbs of data. What are cores? And can I delete them, as that is the exact same 65 gbs that i lost.

Thanks