My research is focused on integrating ensemble methods from statistical physics and data-driven analysis to simulate biological processes at the cell level. I used such methods to unravel stochastic clock networks in Neurosporra crassa driven by a stochastic resonance phenomenon. I am also using optimization methods to integrate mathematical modeling and bioinformatics to model gene regulatory networks driving cellular state transitions.