The role of molecular modeling in confined systems: impact and prospects

被引:158
作者
Gubbins, Keith E. [1 ,2 ]
Liu, Ying-Chun [1 ,2 ,3 ]
Moore, Joshua D. [1 ,2 ]
Palmer, Jeremy C. [1 ,2 ]
机构
[1] N Carolina State Univ, Inst Computat Sci & Engn, Raleigh, NC 27695 USA
[2] N Carolina State Univ, Dept Chem & Biomol Engn, Raleigh, NC 27695 USA
[3] Zhejiang Univ, Dept Chem, Hangzhou 310027, Peoples R China
基金
美国国家科学基金会; 中国国家自然科学基金;
关键词
DENSITY-FUNCTIONAL THEORY; SINGLE-FILE DIFFUSION; CHEMICAL-REACTION EQUILIBRIA; MONTE-CARLO CALCULATIONS; REACTION COORDINATE DYNAMICS; ANOMALOUS SELF-DIFFUSION; WALLED CARBON NANOTUBES; PORE-SIZE DISTRIBUTION; JONES; 12-6; POTENTIALS; SPHERE FLUID MIXTURE;
D O I
10.1039/c0cp01475c
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
Molecular modeling at the electronic and atomistic levels plays an important and complementary role to experimental studies of confinement effects. Theory and atomistic simulation can provide fundamental understanding, determine the limits of well known macroscopic laws such as Kelvin's equation, provide predictions for systems that are difficult to study via experiment (e.g. adsorption of highly toxic gases), and can be used to gain detailed molecular level information that may not be accessible in the laboratory (e.g. the local structure and composition of confined phases). We describe the most important and useful methods that are based firmly on quantum mechanics and statistical mechanics, including ab intio and classical density functional theories, and Monte Carlo and molecular dynamics simulation. We discuss their strengths and limitations. We then describe examples of applications of these methods to adsorption and equilibrium properties, including testing the Kelvin equation, determination of pore size distributions and capillary phenomena. Applications to self and transport diffusion, including single-file and anomalous diffusion, and viscous flow in nanoporous materials are described. The use of these methods to understand confinement effects on chemical reactions in heterogeneous media is treated, including effects on reaction equilibria, rates and mechanism. Finally we discuss the current status of molecular modeling in this area, and the outlook and future research needs for the next few years. The treatment is suitable for the general technical reader.
引用
收藏
页码:58 / 85
页数:28
相关论文
共 234 条
[1]   Diffusivities of Ar and Ne in carbon nanotubes [J].
Ackerman, DM ;
Skoulidas, AI ;
Sholl, DS ;
Johnson, JK .
MOLECULAR SIMULATION, 2003, 29 (10-11) :677-684
[2]   GRAND CANONICAL ENSEMBLE MONTE-CARLO FOR A LENNARD-JONES FLUID [J].
ADAMS, DJ .
MOLECULAR PHYSICS, 1975, 29 (01) :307-311
[3]   The diffusion process of methane through a silicalite single crystal membrane [J].
Ahunbay, MG ;
Elliott, JR ;
Talu, O .
JOURNAL OF PHYSICAL CHEMISTRY B, 2002, 106 (20) :5163-5168
[4]   PHASE TRANSITION FOR A HARD SPHERE SYSTEM [J].
ALDER, BJ ;
WAINWRIGHT, TE .
JOURNAL OF CHEMICAL PHYSICS, 1957, 27 (05) :1208-1209
[5]   DIFFUSION OF LABELED PARTICLES ON ONE-DIMENSIONAL CHAINS [J].
ALEXANDER, S ;
PINCUS, P .
PHYSICAL REVIEW B, 1978, 18 (04) :2011-2012
[6]  
Allen M. P., 2017, COMPUTER SIMULATION
[7]   MOLECULAR-DYNAMICS SIMULATIONS AT CONSTANT PRESSURE AND-OR TEMPERATURE [J].
ANDERSEN, HC .
JOURNAL OF CHEMICAL PHYSICS, 1980, 72 (04) :2384-2393
[8]  
[Anonymous], 1950, Kinetic Theory of Gases
[9]   Comparison of nonequilibrium molecular dynamics with experimental measurements in the nonlinear shear-thinning regime [J].
Bair, S ;
McCabe, C ;
Cummings, PT .
PHYSICAL REVIEW LETTERS, 2002, 88 (05) :583021-583024
[10]   Normal and anomalous diffusion in highly confined hard disk fluid mixtures [J].
Ball, C. D. ;
MacWilliam, N. D. ;
Percus, J. K. ;
Bowles, R. K. .
JOURNAL OF CHEMICAL PHYSICS, 2009, 130 (05)