I need relationship help I love my boyfriend so much . He means the world to me I need advice how to fix this?

If I were you, I would ask him to meet up in person. I would then talk to him, tell him that you feel there is still potential for the relationship. Also tell him how much your kids miss him and I think he will come back. He is just nervous for what ever reason and is scared that he will mess it up with you.