Research Interests

Quantitative, multi-scale modeling to determine the rules underlying phenotype variations from scarce, qualitative, and heterogeneous data 

⇒ We build mathematical models to provide quantitative conceptual frameworks that are…

⇒ Informed by basic science questions and translational challenges in biology with the aim of using these models to…

⇒ Inform further experimental interrogation of both the individual and collective behaviors of key players in important physiological processes


Activities by topic

regulation of membrane fusion, regulation of ion channel function by membrane lipids, computational forensics, stem cell signaling

Activities by approach/method

molecular dynamics simulation, intra-cellular signaling pathways, network theory, Bayesian inference, physiologically-based pharmacokinetic-pharmacodynamic models, machine learning, rule-based modeling