Our research is focused on modeling, analysis, simulation and software, applied to multiscale, networked systems in biology, materials and social networks. My group has been developing advanced algorithms for discrete stochastic simulation of systems where the fate of a few key molecules can make a big difference to important outcomes. We engage with experimentalists through the analysis of data and the development of mathematical models that yield insight and offer new directions for research. Current collaborations range from biology (circadian rhythm [jet lag] and cell polarization), to medicine (coagulopathy and post-traumatic stress disorder), to ecology (chytrid disease in frogs), to social networks (sentiment analysis and opinion dynamics), to materials. We are collaborating with Prof. Chandra Krintz on the development of an integrated, cloud-based environment called Stochastic Simulation Service (StochSS) for modeling and simulation of biological processes.
Announcements & News
|interface_latex.pdf||Lawson, M. J., Petzold, L., & Hellander, A. (2015). Accuracy of the Michaelis-Menten Approximation When Analysing Effects of Molecular Noise. J. R. Soc. Interface 12:20150054.|
|gpubasedsims.pdf||Pro, J. W., Lim, R. K., Petzold, L. R., Utz, M., & Begley, M. R. (2015). GPU-Based Simulations of Fracture in Idealized Brick and Mortar Composites. J. Mech. Phys. Solids 80, 68-85.|
|physreve.91.023312.pdf||Hellander, S., Hellander, A., & Petzold, L. (2015). Reaction Rates for Mesoscopic Reaction-Diffusion Kinetics. Phys. Rev. E 91, 023312.|
|thakur_etal_molbiosystems_2015.pdf||Thakur, G. S., Daigle Jr., B. J., Dean, K. R., Zhang, Y., Rodriguez-Fernandez, M., Hammamieh, R., Yang, R., Jett, M., Palma, J., Petzold, L. R., & Doyle III, F. J. (2015). Systems Biology Approach to Understanding Post-Traumatic Stress Disorder. Mol. BioSyst., 2015, 11, 980.|
Thakur, G., Daigle Jr., B., Petzold, L. R. & Doyle, F. (2014). A Multivariate Ensemble Approach for Identification of Biomarkers: Application to Breast Cancer. Proceedings of the 19th IFAC World Congress.