Curriculum: Cellular and Systems Modeling Specialization Area

Cellular and Systems Modeling undertakes the ambitious task of studying the dynamics of biological and biomedical processes from a whole system point of view. The observed systems range over orders of magnitude, from tissue to cells to molecular assemblies! Engineering tools are used along with genome-scale information in mathematical and/or computational models that usually adopt a top-down approach. Modeling diseases, entire 'virtual' cells, or subcellular networks of interactions are among typical tasks. Major research topics include the modeling of complex signaling and regulatory networks, transport mechanisms, spatio-temporal evolution of microphysiological events, as well as establishing the links between the development of complex phenotypes and the seemingly unrelated molecular events.

Required Life Sciences Elective (3 credits/9 units)

CMU 03-730

Advanced Genetics

CMU 03-740

Advanced Biochemistry

CMU 03-741

Advanced Cell Biology

CMU 03-742

Molecular Biology

CMU 03-751

Advanced Developmental Biology

CMU 42-702

Advanced Physiology

Pitt BIOSC 2100

Advanced Topics in Cell Biology

Pitt NROSCI 2012

Neurophysiology

Specialization Electives (3 credits/9 units)

CMU 03-712

Computational Methods for Biological Modeling and Simulation

CMU 15-785

Computational Perception and Scene Analysis

CMU 15-872A

Formal Methods in Systems Biology

CMU 15-874

Special Topics: Computational Neuroscience

CMU 15-883

Computational Models of Neural Systems

CMU 21-665

Introduction to Mathematical Modeling of Biological Systems

CMU 36-746

Statistical Methods for Neuroscience

CMU 42-502

Cellular Biomechanics

Pitt Math 3370

Mathematical Neuroscience

Pitt Math 3375

Computational Neuroscience

Pitt Math 3380

Computational Cell Biology

Pitt MSCBIO 2055

Quantitative Elements of Cell Form and Movement

Pitt MSCMP 3780

Systems Approach to Inflammation