Towards an atomistic understanding of disordered carbon electrode materials

被引:91
作者
Deringer, Volker L. [1 ,2 ]
Merlet, Celine [2 ,3 ,4 ]
Hu, Yuchen [2 ]
Lee, Tae Hoon [2 ]
Kattirtzi, John A. [2 ,5 ]
Pecher, Oliver [2 ,6 ]
Csanyi, Gabor [1 ]
Elliott, Stephen R. [2 ]
Grey, Clare P. [2 ]
机构
[1] Univ Cambridge, Dept Engn, Cambridge CB2 1PZ, England
[2] Univ Cambridge, Dept Chem, Cambridge CB2 1EW, England
[3] Univ Toulouse 3 Paul Sabatier, CIRIMAT, CNRS, INPT, Bat CIRIMAT,118 Route Narbonne, F-31062 Toulouse 9, France
[4] Fed Rech CNRS 3459, Reseau Stockage Electrochim Energie RS2E, F-80039 Amiens, France
[5] Xiamen Univ, Coll Chem & Chem Engn, Xiamen 361005, Peoples R China
[6] NMR Serv GmbH, Blumenstr 70 Haus 3, D-99092 Erfurt, Germany
基金
欧洲研究理事会; 英国工程与自然科学研究理事会;
关键词
CARBIDE-DERIVED CARBONS; SODIUM-ION BATTERIES; IN-SITU NMR; SOFT CARBON; INSIGHTS; STORAGE; SPECTROSCOPY; CRYSTAL; LITHIUM; ANODES;
D O I
10.1039/c8cc01388h
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Disordered nanoporous and "hard" carbons are widely used in batteries and supercapacitors, but their atomic structures are poorly determined. Here, we combine machine learning and DFT to obtain new atomistic insight into carbonaceous energymaterials. We study structural models of porous and graphitic carbons, and Na intercalation as relevant for sodium- ion batteries.
引用
收藏
页码:5988 / 5991
页数:4
相关论文
共 44 条
  • [1] Bader R.F.W., 1994, Atoms in Molecules: A Quantum Theory
  • [2] Gaussian Approximation Potentials: The Accuracy of Quantum Mechanics, without the Electrons
    Bartok, Albert P.
    Payne, Mike C.
    Kondor, Risi
    Csanyi, Gabor
    [J]. PHYSICAL REVIEW LETTERS, 2010, 104 (13)
  • [3] Characterizing Structural Complexity in Disordered Carbons: From the Slit Pore to Atomistic Models
    Bhatia, Suresh K.
    [J]. LANGMUIR, 2017, 33 (04) : 831 - 847
  • [4] Graphene, related two-dimensional crystals, and hybrid systems for energy conversion and storage
    Bonaccorso, Francesco
    Colombo, Luigi
    Yu, Guihua
    Stoller, Meryl
    Tozzini, Valentina
    Ferrari, Andrea C.
    Ruoff, Rodney S.
    Pellegrini, Vittorio
    [J]. SCIENCE, 2015, 347 (6217)
  • [5] Interaction of electrolyte molecules with carbon materials of well-defined porosity: characterization by solid-state NMR spectroscopy
    Borchardt, Lars
    Oschatz, Martin
    Paasch, Silvia
    Kaskel, Stefan
    Brunner, Eike
    [J]. PHYSICAL CHEMISTRY CHEMICAL PHYSICS, 2013, 15 (36) : 15177 - 15184
  • [6] Topological Investigation of Two-Dimensional Amorphous Materials
    Buechner, Christin
    Schlexer, Philornena
    Lichtenstein, Leonid
    Stuckenholz, Stefanie
    Heyde, Markus
    Freund, Hans-Joachim
    [J]. ZEITSCHRIFT FUR PHYSIKALISCHE CHEMIE-INTERNATIONAL JOURNAL OF RESEARCH IN PHYSICAL CHEMISTRY & CHEMICAL PHYSICS, 2014, 228 (4-5): : 587 - 607
  • [7] Mesoporous soft carbon as an anode material for sodium ion batteries with superior rate and cycling performance
    Cao, Bin
    Liu, Huan
    Xu, Bin
    Lei, Yaofei
    Chen, Xiaohong
    Song, Huaihe
    [J]. JOURNAL OF MATERIALS CHEMISTRY A, 2016, 4 (17) : 6472 - 6478
  • [8] Structural prediction of graphitization and porosity in carbide-derived carbons
    de Tomas, Carla
    Suarez-Martinez, Irene
    Vallejos-Burgos, Fernando
    Lopez, Maria J.
    Kaneko, Katsumi
    Marks, Nigel A.
    [J]. CARBON, 2017, 119 : 1 - 9
  • [9] Machine learning based interatomic potential for amorphous carbon
    Deringer, Volker L.
    Csanyi, Gabor
    [J]. PHYSICAL REVIEW B, 2017, 95 (09)
  • [10] ELECTROCHEMICAL INSERTION OF SODIUM INTO CARBON
    DOEFF, MM
    MA, YP
    VISCO, SJ
    DEJONGHE, LC
    [J]. JOURNAL OF THE ELECTROCHEMICAL SOCIETY, 1993, 140 (12) : L169 - L170