Research areas include: Petri-net modelling and simulation of molecular interaction networks; evolving genetic regulatory networks with specific functionality; development of SBML, a standard XML-based language for storage and exchange of biochemical network models; developmental switching in physarum polycephalum cells, and mechanisms of behavioural control in prokaryotic cells; development of algorithms for identification of promoter binding sites.