Above is my 3 year old wearing her Einstein shirt!!!
And here's one of the three science based T-shirts my 7 year old has. It's simply a random star pattern on a shirt with eyes. She has others that are a bit more sci-ency, but this one fits as well.
Getting your kids interested in science is as simple as you want it to bed. Just find a way to introduce science in your kids' lives!