Feng "Bill" Shi, University of North Carolina at Chapel Hill
Network Analysis for Electrical Properties of Sheared Nanorod Dispersions
Abstract:
The first goal of this paper is to build a tight connection between
two previously disjoint subjects: on one hand, complex networks,
their graph representations, and graph analysis, and on the other
hand, electrical properties of composite materials consisting of
conducting rods or fibers dispersed in a poorly conducting matrix
with at least one percolating path in the particle phase. This
connection yields a new network analysis tool for experimental or
numerical databases of a 3D rod or fiber dispersion. The novel
application is for flow generated nano-rod and nano-fiber composites
where particle number density overwhelms existing software and
non-equilibrium, anisotropic distributions violate assumptions based
on percolation threshold scaling behavior. When the rod phase is
non-percolating, alternative and efficient tools already exist:
homogenization theory yields the effective conductivity of the
matrix, whereas more detailed
information can be gleaned from graph
theoretic methods. The second goal of
this paper is to apply this network analysis tool to the dimensional
percolation phase diagram of sheared nano-rod dispersions [Zheng et
al.]. The result is a statistical description of electrical
properties appropriate to and consistent with statistical mechanics
of nano-rod ensembles. The network analysis yields averaged
conductance as well as local current and voltage distributions
within the rod phase per realization.
Collaborators: M. Gregory Forest, Peter Mucha, Simi Wang, Xiaoyu Zheng, Ruhai Zhou.