Normal FEA, no. Also do you acutally mean corrosion or wear? If it's acutally corrosion I don't know of any software (akin to FEA) that predicts that.
I suppose you could use some fluid structure interaction software or some dynamics based softare to predict wear rates.
This is the kind of thing that's just emprically tested, even if you do get some figures from the software, you would have no idea if they are sensible or not.