(see older - but still fresh! - frosting on this theme too!)
How fun would it be to use this as a lab coat invite? You could put each kid's name on a drawn "patch" and list something creative about the party details inside! Maybe even attach a pair of rubber gloves! Source
Create bio-hazard decorations using spiky balls and bio-hazard symbols! Source and purchase
Create lab coats for each kid using old shirts! Don't forget to add a name tag, too! Source and tutorial
Create fun table settings using test tubes
Don't forget to set up plenty of science (kid safe!) experiments like this simple color changing one! Source
And you have to have sweets! So why not make these fun science inspired cookies! Source Cookie cutters here (link)