An informatics based analysis of the impact of isotope substitution on phonon modes in graphene

被引:13
作者
Broderick, Scott [1 ]
Ray, Upamanyu [2 ]
Srinivasan, Srikant [1 ]
Rajan, Krishna [1 ]
Balasubramanian, Ganesh [2 ]
机构
[1] Iowa State Univ, Dept Mat Sci & Engn, Ames, IA 50011 USA
[2] Iowa State Univ, Dept Mech Engn, Ames, IA 50011 USA
基金
美国国家科学基金会;
关键词
THERMAL-CONDUCTIVITY; MOLECULAR-DYNAMICS; CARBON NANOTUBES; TRANSPORT; SPECTRA;
D O I
10.1063/1.4884201
中图分类号
O59 [应用物理学];
学科分类号
摘要
It is shown by informatics that the high frequency short ranged modes exert a significant influence in impeding thermal transport through isotope substituted graphene nanoribbons. Using eigenvalue decomposition methods, we have extracted features in the phonon density of states spectra that reveal correlations between isotope substitution and phonon modes. This study also provides a data driven computational framework for the linking of materials chemistry and transport properties in 2D systems. (C) 2014 AIP Publishing LLC.
引用
收藏
页数:4
相关论文
共 38 条
[1]   Lattice thermal conductivity of graphene with conventionally isotopic defects [J].
Adamyan, Vadym ;
Zavalniuk, Vladimir .
JOURNAL OF PHYSICS-CONDENSED MATTER, 2012, 24 (41)
[2]   Thermal conductivity of carbon nanotube-polyamide-6,6 nanocomposites: Reverse non-equilibrium molecular dynamics simulations [J].
Alaghemandi, Mohammad ;
Mueller-Plathe, Florian ;
Boehm, Michael C. .
JOURNAL OF CHEMICAL PHYSICS, 2011, 135 (18)
[3]   Thermal rectification in nanosized model systems: A molecular dynamics approach [J].
Alaghemandi, Mohammad ;
Leroy, Frederic ;
Mueller-Plathe, Florian ;
Boehm, Michael C. .
PHYSICAL REVIEW B, 2010, 81 (12)
[4]   Informatics guided discovery of surface structure-chemistry relationships in catalytic nanoparticles [J].
Andriotis, Antonis N. ;
Mpourmpakis, Giannis ;
Broderick, Scott ;
Rajan, Krishna ;
Datta, Somnath ;
Sunkara, Mahendra ;
Menon, Madhu .
JOURNAL OF CHEMICAL PHYSICS, 2014, 140 (09)
[5]  
[Anonymous], 2009, STAT ANAL DATA MIN
[6]   Superior thermal conductivity of single-layer graphene [J].
Balandin, Alexander A. ;
Ghosh, Suchismita ;
Bao, Wenzhong ;
Calizo, Irene ;
Teweldebrhan, Desalegne ;
Miao, Feng ;
Lau, Chun Ning .
NANO LETTERS, 2008, 8 (03) :902-907
[7]   Phononics in low-dimensional materials [J].
Balandin, Alexander A. ;
Nika, Denis L. .
MATERIALS TODAY, 2012, 15 (06) :266-275
[8]   Thermal conductivity reduction through isotope substitution in nanomaterials: predictions from an analytical classical model and nonequilibrium molecular dynamics simulations [J].
Balasubramanian, Ganesh ;
Puri, Ishwar K. ;
Boehm, Michael C. ;
Leroy, Frederic .
NANOSCALE, 2011, 3 (09) :3714-3720
[9]   Eigenvalue decomposition of spectral features in density of states curves [J].
Broderick, S. R. ;
Rajan, K. .
EPL, 2011, 95 (05)
[10]   Classification of Oxide Compounds through Data-Mining Density of States Spectra [J].
Broderick, Scott R. ;
Aourag, Hafid ;
Rajan, Krishna .
JOURNAL OF THE AMERICAN CERAMIC SOCIETY, 2011, 94 (09) :2974-2980