I am an Assistant Professor in the Department of Biomedical Engineering. I also have joint appointments in the Department of Chemical and Biomolecular Engineering, Department of Physics, and Department of Marine Sciences.
I am a theoretical and computational systems biologist and systems neuroscientist. I study complex biological systems, employing methodology from dynamical systems, Bayesian and nonparametric statistics, computational biology, and statistical signal processing. My work has focused heavily on inverse problems; inferring network and model structures from cellular time series measurements, protein sequences, and high-dimensional brain data. My work is strongly connected to experimental data, and I continue to have many productive collaborations with experimentalists.
See my research page for more information.