The evolution of triangular research and innovation collaborations in the European area

•A research and innovation geographical multiplex network is created.•The temporal evolution of a multiplex systems collaboration structure is monitored.•Geographical regions with high average clustering coefficient are identified.•A growth mechanism with preference in triangular collaborations exists in research.•A growth mechanism with aversion to triangular collaborations exists in innovation.