This paper proposes an innovative knowledge engineering approach for interdisciplinary research clusters. In science, different competences, knowledge, scientific experience and cultures converge. To cope with this challenge it is necessary to combine several dimensions of human, organization and technology within a holistic knowledge engineering approach. Cooperation structures have to be adapted accordingly. The authors present prototypes of an application oriented research to promote interdisciplinary knowledge production.