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Elena Dimitrova

Associate Professor
Sherli Koshy Chenthittayil
PhD in Mathematics from Virginia Polytechnic Institute and State University, 2006
MS in Mathematics from Virginia Polytechnic Institute and State University, 2003
BA in Computer Science from American University in Bulgaria, 2001
Professional Research Interests
Systems biology
Computational algebra
Reverse-engineering methods
Polynomial maps over finite fields
Discrete models of biochemical networks
Gröbner fans of zero-dimensional ideals
Chaos theory application to biology
Professional Honors and Awards
  • "Data selection for unique model identification," NSF (2014-2017).

  • AWM-NSF Travel Grant (2013). 

  • 2011 Mathematical Sciences Faculty Teaching Award, Department of Mathematical Sciences, Clemson University (2011).

  • “Developing discrete network models to discover transcriptional regulation of peach fruit color,” University Research Grant Committee (URGC) (2011).

Selected Publications
  • Le Pape, S., Dimitrova, E.S., Hannaert, P., Konovalov, A.,Volmer, R., Ron, D., Thuillier, R., Hauet, H. (2014). Polynomial algebra as a tool to identify potential therapeutic targets: an application to ischemia-reperfusion injury. FEBS Letters, 588(17), pp. 3062-7.
  • Stigler, B. and Dimitrova, E.S. (2014). Data Identification and Characterization for Improving Gene Network Inference. Accepted in Bulletin of Mathematical Biology.
  • Dimitrova, E.S. and Stigler, B. (2013). Inferring the Topology of Gene Regulatory Networks: An Algebraic Approach to Reverse Engineering. In “Mathematical Concepts and Methods in Modern Biology,” Eds. Hodge, T. and Robeva, R. Elsevier.
  • Layne, L., Dimitrova, E.S., Macauley, M. (2012). Nested canalyzing depth and network stability. Bulletin of Mathematical Biology, 74(2), pp. 422-433.
  • Dimitrova, E.S., Mitra, I., Jarrah, A.S. (2011). Probabilistic polynomial dynamical systems for reverse engineering of gene regulatory networks. EURASIP J. on Bioinformatics and Systems Biology, 2011:1, pp. 1-33.

office: (864) 656-1524
fax: (864) 656-5230
email: edimit@clemson.edu
Last Updated: 9/25/14
Elena Dimitrova
Mathematical Sciences
Clemson University
Martin O-303
Clemson, SC 29634-0975
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