Ab initio molecular dynamics with nuclear quantum effects at classical cost: Ring polymer contraction for density functional theory

被引:86
作者
Marsalek, Ondrej [1 ]
Markland, Thomas E. [1 ]
机构
[1] Stanford Univ, Dept Chem, Stanford, CA 94305 USA
关键词
GENERALIZED GRADIENT APPROXIMATION; TIGHT-BINDING METHOD; STATISTICAL-MECHANICS; EFFICIENT; WATER; FLUCTUATIONS; ALGORITHMS; SIMULATION; SYSTEMS; PROTON;
D O I
10.1063/1.4941093
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
Path integral molecular dynamics simulations, combined with an ab initio evaluation of interactions using electronic structure theory, incorporate the quantum mechanical nature of both the electrons and nuclei, which are essential to accurately describe systems containing light nuclei. However, path integral simulations have traditionally required a computational cost around two orders of magnitude greater than treating the nuclei classically, making them prohibitively costly for most applications. Here we show that the cost of path integral simulations can be dramatically reduced by extending our ring polymer contraction approach to ab initio molecular dynamics simulations. By using density functional tight binding as a reference system, we show that our ring polymer contraction scheme gives rapid and systematic convergence to the full path integral density functional theory result. We demonstrate the efficiency of this approach in ab initio simulations of liquid water and the reactive protonated and deprotonated water dimer systems. We find that the vast majority of the nuclear quantum effects are accurately captured using contraction to just the ring polymer centroid, which requires the same number of density functional theory calculations as a classical simulation. Combined with a multiple time step scheme using the same reference system, which allows the time step to be increased, this approach is as fast as a typical classical ab initio molecular dynamics simulation and 35x faster than a full path integral calculation, while still exactly including the quantum sampling of nuclei. This development thus offers a route to routinely include nuclear quantum effects in ab initio molecular dynamics simulations at negligible computational cost. (C) 2016 AIP Publishing LLC.
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页数:11
相关论文
共 77 条
[1]   Efficient mixed-force first-principles molecular dynamics [J].
Anglada, E ;
Junquera, J ;
Soler, JM .
PHYSICAL REVIEW E, 2003, 68 (05)
[2]   An object-oriented scripting interface to a legacy electronic structure code [J].
Bahn, SR ;
Jacobsen, KW .
COMPUTING IN SCIENCE & ENGINEERING, 2002, 4 (03) :56-66
[3]   DENSITY-FUNCTIONAL THERMOCHEMISTRY .3. THE ROLE OF EXACT EXCHANGE [J].
BECKE, AD .
JOURNAL OF CHEMICAL PHYSICS, 1993, 98 (07) :5648-5652
[4]   Canonical sampling through velocity rescaling [J].
Bussi, Giovanni ;
Donadio, Davide ;
Parrinello, Michele .
JOURNAL OF CHEMICAL PHYSICS, 2007, 126 (01)
[5]   THE FORMULATION OF QUANTUM-STATISTICAL MECHANICS BASED ON THE FEYNMAN PATH CENTROID DENSITY .5. QUANTUM INSTANTANEOUS NORMAL-MODE THEORY OF LIQUIDS [J].
CAO, JS ;
VOTH, GA .
JOURNAL OF CHEMICAL PHYSICS, 1994, 101 (07) :6184-6192
[6]  
Ceriotti M., 2011, P R SOC A, V468, P2
[7]  
Ceriotti M., ARXIV11071908
[8]   i-PI: A Python']Python interface for ab initio path integral molecular dynamics simulations [J].
Ceriotti, Michele ;
More, Joshua ;
Manolopoulos, David E. .
COMPUTER PHYSICS COMMUNICATIONS, 2014, 185 (03) :1019-1026
[9]   Nuclear quantum effects and hydrogen bond fluctuations in water [J].
Ceriotti, Michele ;
Cuny, Jerome ;
Parrinello, Michele ;
Manolopoulos, David E. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2013, 110 (39) :15591-15596
[10]   Efficient methods and practical guidelines for simulating isotope effects [J].
Ceriotti, Michele ;
Markland, Thomas E. .
JOURNAL OF CHEMICAL PHYSICS, 2013, 138 (01)