Develops mechanistic and data-driven models of complex physiology, emphasizing coagulation networks and therapy mechanisms. Applies multiscale simulation, parameter estimation, and sensitivity/uncertainty analysis to predict outcomes across cardiovascular and infectious disease contexts.