Tips to increase deep sleep?

My grandma wears the Apple Watch solely to measure her sleep. She notices that she gets only a few minutes of deep sleep a night (which she is concerned about bc deep sleep is important for preventing memory loss.)

So far we have tried magnesium supplements and melatonin. No luck.

Anyone else experienced this and found a way to successfully increase deep sleep (measured by Apple Watch)?