1 2 O Ct 2 01 5 Thermodynamic Characterization of Networks Using Graph Polynomials

Cheng Ye, ∗ César H. Comin, † Thomas K. DM. Peron, ‡ Filipi N. Silva, § Francisco A. Rodrigues, ¶ Luciano da F. Costa, ∗∗ Andrea Torsello, †† and Edwin R. Hancock ‡‡ Department of Computer Science, University of York, York, YO10 5GH, UK. Institute of Physics at São Carlos, University of São Paulo, PO Box 369, São Carlos, São Paulo, 13560-970, Brazil. Institute of Mathematical and Computer Sciences, University of São Paulo, PO Box 668, São Carlos, São Paulo, 13560-970, Brazil. Department of Environmental Sciences, Informatics and Statistics, Ca’ Foscari University of Venice, Dorsoduro 3246 30123 Venezia, Italy. (Dated: September 2015)