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
|07843624.pdf||Abel, J., Drawert, B., Hellander, A. & Petzold, L. R. (2017). GillesPy: A Python Package for Stochastic Model Building and Simulation. IEEE Life Sciences Letters, Vol. 2, No. 3, pp. 35-38.|
|final.pdf||Torshizi, A. D. & Petzold, L. R. (2017). Graph-based Semi-Supervised Learning with Genomic Data Integration Using Condition-Responsive Genes Applied to Phenotype Classification. To appear J. Am. Med. Inform. Assoc.|
|1-s2.0-s0925231217305581-main.pdf||Torshizi, A. D., Petzold, L., & Cohen, M. (2017). Multivariate Soft Repulsive System Identification for Constructing Rule-based Classification Systems: Application to Trauma Clinical Data. Neurocomputing 245, pp. 77-85.|
|main.pdf||Hellander, S. & Petzold, L. (2017). Reaction Rates for Reaction-Diffusion Kinetics on Unstructured Meshes. J. Chem. Phys. 146, 064101|
|balesetal_2017_modelling_simul._mater._sci._eng._10.1088_1361-651x_aa67b9.pdf||Bales, B., Pollock, T., & Petzold, L. (2017). Segmentation-Free Image Processing and Analysis of Precipitate Shapes in 2D and 3D. To appear Modelling Simul. Mater. Sci. Eng.|