Dynamic Models in Biology

This course covers fundamental concepts and techniques used for mathematical modeling of biological systems. Course topics include theoretical analysis of nonlinear ordinary differential equations as well as numerical simulation of different classes of models, including stochastic and spatial models. Students will also learn approaches for model development, model validation, parameter identification, and determining parameter sensitivity. Techniques and methods covered in lectures will be implemented and demonstrated in computer labs. Models demonstrated in class will originate from various biological systems, including electrophysiology, gene networks, and immunology.