DocumentCode
2184082
Title
Parallel Implementation of Boltzmann Transport Simulation of Carbon Nanotubes
Author
Aksamija, Zlatan ; Mohamed, Mohamed Y. ; Ravaioli, Umberto
Author_Institution
Electr. & Comput. Eng. Dept., Univ. of Illinois at Urbana, Urbana, IL
fYear
2009
fDate
27-29 May 2009
Firstpage
1
Lastpage
4
Abstract
This works treats electronic transport in SWNTs in the Boltzmann Transport equation (BTE) formalism. The BTE is solved self-consistently with the Poisson equation and iterated in time using an upwinding finite-difference scheme until a steady-state is reached. Phonon scattering is included through a relaxation time based on experimental values reported in the literature. The problem is parallelized by dividing the real space into strips, where each strip is assigned to one processing element to minimize communication overhead. The implementation was tested on a many-processor cluster and shows good speed-up over the serial code. This demonstrates that the code is capable of excellent scaling to large supercomputing machines for large-scale parallel simulation of nanotubes, as well as other similar 1-dimensional materials like nanoribbons and nanowires.
Keywords
Boltzmann equation; Poisson equation; carbon nanotubes; electrical conductivity; finite difference methods; nanowires; parallel machines; phonons; physics computing; BTE; Boltzmann transport simulation; C; Poisson equation; carbon nanotubes; electronic transport; large-scale parallel simulation; nanoribbons; nanowires; parallel implementation; phonon scattering; processor cluster; relaxation time; strips; supercomputing machines; Boltzmann equation; Carbon nanotubes; Finite difference methods; Large-scale systems; Phonons; Poisson equations; Scattering; Steady-state; Strips; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Electronics, 2009. IWCE '09. 13th International Workshop on
Conference_Location
Beijing
Print_ISBN
978-1-4244-3925-6
Electronic_ISBN
978-1-4244-3927-0
Type
conf
DOI
10.1109/IWCE.2009.5091137
Filename
5091137
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