Certified GKH Gardening Expert
Unfortunately, that's not going to work with this type of plant. Flower color change can only occur if the genes for it are there. This is quite rare in plants. It will work with your Hydrangeas but not for Mimosa.
You, simply, have a white or light flowering variety.
Here is an article to help you with the care of the tree: