Our Research Interests

We are interested in several topics. Details to follow soon!


Our ability to collect omics type data is increasing. The data deluge has led to a surge in descriptive models in quantitative biology. Our lab believes that an essential task for the next generation of scientists is to complement the descriptive approach with mechanistic models that integrate the data with the constraints that govern biology. This undertaking requires tools from diverse fields as well as support dedicated collaborations with experimental scientists. We hope to develop methods to answer important questions in biology using novel machine learning methods that combine physical principles and omics data.


Here are some of our research interests.Â