A few representative examples are given to show this, but this chapter does not look at cross cutting disciplines (digital technology, mathematics, etc..) Nor does it cover research conducted by the CEA and other organisations, which feeds into EDF' s' applied research. Public facilities, such as test reactors and hot labs, are essential for understanding physical phenomena, qualifying computer codes and validating new technologies.