One amazing place to visit with kids is VITENFABRIKKEN, The Science Factory, in Sandnes.
A short trip by train, south of Stavanger to the city Sandnes.
Take a look here for more info. in English.
http://www.jaermuseet.no/vitenfabrikken/en/about-vitenfabrikken/
