
Be lost to the world
Mental Immersion
Used when someone is completely focused and oblivious to surroundings. 
Not Distractible
Implies it's hard to interrupt or pull the person's attention away. 
Creative Absorption
Often used for artists or people engaged in creative pursuits. 