Rudiyanto Gunawan Laboratory

The Gunawan lab engages a wide range of activities in the areas of computational systems biology and bioinformatics. The lab's primary specializations include network inference, dynamical systems modeling and analysis and design of experiments. More specifically, researchers create enabling tools for extracting actionable insights from heterogeneous biological data using biological network modeling and machine learning, and apply these tools to gain a better understanding of and to formulate interventions for human diseases and aging. Our research applications span multiple length- and time-scales in biology, from gene regulatory networks to signaling pathways to metabolic networks and from stem cell differentiation to biomanufacturing of monoclonal antibodies.