One amazing place to visit with kids is VITENFABRIKKEN or 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://ift.tt/1rvoBOB
source: Stavanger Daily Photo http://ift.tt/1UDN2VK