Brown, Kevin - University of Connecticut - Biomedical Engineering Department

个人简介

BS (Physics) Louisiana State University BA (Mathematics) Louisiana State University PhD (Theoretical Physics) Cornell University

研究领域

Mathematical modeling and inference in complex biological systems; data-driven inverse problems in systems biology and systems neuroscience; statistical mechanical tools for dynamical models with many parameters; Bayesian and nonparametric statistical methods for inference of network structure from data

近期论文

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Gutenkunst, R. N., Waterfall, J. J., Casey, F. P., Brown, K. S., Myers, C. R. and Sethna, J. P. (2007). Universally sloppy parameter sensitivities in systems biology models. PLoS Comp Bio 3:1871–1878 Locke JCW, Southern MM, Kozma-Bognr L, Hibberd V, Brown PE, et al. (2005) Extension of a genetic network model by iterative experimentation and mathematical analysis. Mol Syst Biol 1: 0013. Brown KS, Sethna JP (2003) Statistical mechanical approaches to models with many poorly known parameters. Phys Rev E 68: 021904. Brown KS, Hill CC, Calero GA, Myers CR, Lee KH, et al. (2004) The statistical mechanics of complex signaling networks: Nerve growth factor signaling. Phys Biol 1: 184–195. Frederiksen SL, Jacobsen KW, Brown KS, Sethna JP (2004) Bayesian ensemble approach to error estimation of interatomic potentials. Phys Rev Lett 93: 165501.