You know you cannot make him do or feel anything that's not there. I suppose him engaging in an affair while still married gave you some indication about his character.
Many women manage their lives as single mothers and you will to. It's not what you would have chosen, but it is the situation you're in. I think you'd best make plans on how to manage this on your own.