Use 'concentrate on' when you must exclusively focus on something without distractions. You can't multitask while you concentrate on solving these complex equations.
Pro Tip 2/2
Undivided Attention
'Concentrate on' implies giving something your undivided attention, whether it's work or study. She needs to concentrate on her piano practice to master the new piece.