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4 Preface The work presented in this thesis was carried out at Center for Microbial Biotechnology, Institute for Systems Biology, Technical University of Denmark and at Department of Chemical Engineering, Massachusetts Institute of Technology.

The work was performed in the period from October 2008 to October Dedicated posthumously to my grandfather, Victor Carlsen.