In theory, you can, but practically, you cannot because mining uses a lot of resources. There are a lot of mobile apps that claim to mine bitcoins on your phone. I have never used them, but based on the app that I have used on my computer, I don't think the mined bitcoins will have any value. It might take over a year just to mine $1 worth of bitcoin.