Hi, Well my first instinct here is to suggest you are feeding them way too much. This can promote lots of foliar growth and few flowers. And cause the plants to grow so big and fast that they break up and fall over. I would suggest not feeding them for a while. Also, it's doubtful you can root the branches in water and have them survive. I'd just remove the broken foliage and stop fertilizing.