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Title: The Quest for Accurate Liquid Water Properties from First Principles

Journal Article · · Journal of Physical Chemistry Letters

Developing accurate ab initio molecular dynamics (AIMD) models that capture both electronic reorganization and nuclear quantum effects associated with hydrogen bonding is key to quantitative understanding of bulk water and its anomalies as well as its role as a universal solvent. For condensed phase simulations, AIMD has typically relied on the generalized gradient approximation (GGA) of density functional theory (DFT) as the underlying model chemistry for the potential energy surface, with nuclear quantum effects (NQEs) sometimes modeled by performing classical molecular dynamics simulations at elevated temperatures. Here we show that the properties of liquid water obtained from the meta-GGA B97M-rV functional, when evaluated using accelerated path integral molecular dynamics simulations, display accuracy comparable to a computationally expensive dispersion-corrected hybrid functional, revPBE0-D3. We show that the meta-GGA DFT functional reproduces bulk water properties including radial distribution functions, self-diffusion coefficients, and infrared spectra with comparable accuracy of a much more expensive hybrid functional. This work demonstrates that the underlying quality of a good DFT functional requires evaluation with quantum nuclei and that high-temperature simulations are a poor proxy for properly treating NQEs.

Research Organization:
Stanford Univ., CA (United States); Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
Sponsoring Organization:
USDOE Office of Science (SC), Basic Energy Sciences (BES). Chemical Sciences, Geosciences, and Biosciences Division
Grant/Contract Number:
SC0014437; AC02-05CH11231
OSTI ID:
1527093
Alternate ID(s):
OSTI ID: 1542312
Journal Information:
Journal of Physical Chemistry Letters, Vol. 9, Issue 17; ISSN 1948-7185
Publisher:
American Chemical SocietyCopyright Statement
Country of Publication:
United States
Language:
English
Citation Metrics:
Cited by: 55 works
Citation information provided by
Web of Science

References (68)

Advanced models for water simulations journal September 2017
Free Energy Profile of NaCl in Water: First-Principles Molecular Dynamics with SCAN and ωB97X-V Exchange–Correlation Functionals journal January 2018
Ab initio molecular dynamics simulations of liquid water using high quality meta-GGA functionals journal January 2017
Quantum Dynamics and Spectroscopy of Ab Initio Liquid Water: The Interplay of Nuclear and Electronic Quantum Effects journal March 2017
Ab initio theory and modeling of water journal September 2017
The structure of liquid water up to 360 MPa from x-ray diffraction measurements using a high Q-range and from molecular simulation journal April 2016
Density and Compressibility of Liquid Water and Ice from First-Principles Simulations with Hybrid Functionals journal July 2015
The individual and collective effects of exact exchange and dispersion interactions on the ab initio structure of liquid water journal August 2014
Structure and Dynamics of Liquid Water from ab Initio Molecular Dynamics—Comparison of BLYP, PBE, and revPBE Density Functionals with and without van der Waals Corrections journal March 2012
Structural and Vibrational Properties of Liquid Water from van der Waals Density Functionals journal August 2011
Bulk Liquid Water at Ambient Temperature and Pressure from MP2 Theory journal October 2013
Why Is MP2-Water “Cooler” and “Denser” than DFT-Water? journal February 2016
Density-functional exchange-energy approximation with correct asymptotic behavior journal September 1988
Development of the Colle-Salvetti correlation-energy formula into a functional of the electron density journal January 1988
Generalized Gradient Approximation Made Simple journal October 1996
Isobaric-Isothermal Monte Carlo Simulations from First Principles: Application to Liquid Water at Ambient Conditions journal September 2005
Structure and Dynamics of the Aqueous Liquid−Vapor Interface:  A Comprehensive Particle-Based Simulation Study journal March 2006
Isobaric−Isothermal Molecular Dynamics Simulations Utilizing Density Functional Theory: An Assessment of the Structure and Density of Water at Near-Ambient Conditions journal September 2009
Self-interaction correction to density-functional approximations for many-electron systems journal May 1981
Coupled cluster benchmarks of water monomers and dimers extracted from density-functional theory liquid water: The importance of monomer deformations journal September 2009
Assessing the accuracy of quantum Monte Carlo and density functional theory for energetics of small water clusters journal June 2012
Nuclear quantum effects enter the mainstream journal February 2018
Semiempirical GGA-type density functional constructed with a long-range dispersion correction journal January 2006
A thorough benchmark of density functional methods for general main group thermochemistry, kinetics, and noncovalent interactions journal January 2011
Implementation and assessment of a simple nonlocal van der Waals density functional journal April 2010
Nonlocal van der Waals density functional made simple and efficient journal January 2013
Electronic Properties of Molecules and Surfaces with a Self-Consistent Interatomic van der Waals Density Functional journal April 2015
Importance of van der Waals Interactions in Liquid Water journal January 2009
Perspective: How good is DFT for water? journal April 2016
Reversible multiple time scale molecular dynamics journal August 1992
Efficient stochastic thermostatting of path integral molecular dynamics journal September 2010
Ab initio molecular dynamics with nuclear quantum effects at classical cost: Ring polymer contraction for density functional theory journal February 2016
The Role of Broken Symmetry in Solvation of a Spherical Cavity in Classical and Quantum Water Models journal July 2014
Use of the rVV10 Nonlocal Correlation Functional in the B97M-V Density Functional: Defining B97M-rV and Related Functionals journal December 2016
Mapping the genome of meta-generalized gradient approximation density functionals: The search for B97M-V journal February 2015
Thirty years of density functional theory in computational chemistry: an overview and extensive assessment of 200 density functionals journal April 2017
Benchmark oxygen-oxygen pair-distribution function of ambient water from x-ray diffraction measurements with a wide Q -range journal February 2013
The Radial Distribution Functions of Water as Derived from Radiation Total Scattering Experiments: Is There Anything We Can Say for Sure? journal January 2013
Family of Oxygen–Oxygen Radial Distribution Functions for Water journal July 2015
Versatile van der Waals Density Functional Based on a Meta-Generalized Gradient Approximation journal October 2016
Note: Assessment of the SCAN+rVV10 functional for the structure of liquid water journal December 2017
Strongly Constrained and Appropriately Normed Semilocal Density Functional journal July 2015
Nuclear quantum effects and hydrogen bond fluctuations in water journal September 2013
Competing quantum effects in the dynamics of a flexible water model journal July 2009
Infrared Intensities of Liquids XX: The Intensity of the OH Stretching Band of Liquid Water Revisited, and the Best Current Values of the Optical Constants of H 2 O(l) at 25°C between 15,000 and 1 cm −1 journal August 1996
Communication: On the consistency of approximate quantum dynamics simulation methods for vibrational spectra in the condensed phase journal November 2014
Temperature-dependent self-diffusion coefficients of water and six selected molecular liquids for calibration in accurate 1H NMR PFG measurements journal January 2000
On the accuracy of the MB-pol many-body potential for water: Interaction energies, vibrational frequencies, and classical thermodynamic and dynamical properties from clusters to liquid water and ice journal November 2016
Vapor–liquid equilibria of water from first principles: comparison of density functionals and basis sets journal November 2006
i-PI: A Python interface for ab initio path integral molecular dynamics simulations journal March 2014
Accurate molecular dynamics and nuclear quantum effects at low cost by multiple steps in real and imaginary time: Using density functional theory to accelerate wavefunction methods journal February 2016
cp2k: atomistic simulations of condensed matter systems
  • Hutter, Jürg; Iannuzzi, Marcella; Schiffmann, Florian
  • Wiley Interdisciplinary Reviews: Computational Molecular Science, Vol. 4, Issue 1 https://doi.org/10.1002/wcms.1159
journal June 2013
A Self-Consistent Charge Density-Functional Based Tight-Binding Method for Predictive Materials Simulations in Physics, Chemistry and Biology journal January 2000
A consistent and accurate ab initio parametrization of density functional dispersion correction (DFT-D) for the 94 elements H-Pu journal April 2010
A hybrid Gaussian and plane wave density functional scheme journal October 1997
Quickstep: Fast and accurate density functional calculations using a mixed Gaussian and plane waves approach journal April 2005
Relativistic separable dual-space Gaussian pseudopotentials from H to Rn journal August 1998
An efficient orbital transformation method for electronic structure calculations journal March 2003
Direct energy functional minimization under orthogonality constraints journal February 2008
Time-reversible always stable predictor-corrector method for molecular dynamics of polarizable molecules journal January 2003
Canonical sampling through velocity rescaling journal January 2007
How to remove the spurious resonances from ring polymer molecular dynamics journal June 2014
An efficient ring polymer contraction scheme for imaginary time path integral simulations journal July 2008
On the representation of many-body interactions in water journal September 2015
Infrared and Raman Spectroscopy of Liquid Water through “First-Principles” Many-Body Molecular Dynamics journal February 2015
Vibrational spectra from atomic fluctuations in dynamics simulations. I. Theory, limitations, and a sample application journal January 2004
System-Size Dependence of Diffusion Coefficients and Viscosities from Molecular Dynamics Simulations with Periodic Boundary Conditions journal October 2004
Quantum corrections to classical time-correlation functions: Hydrogen bonding and anharmonic floppy modes journal September 2004

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Low-order many-body interactions determine the local structure of liquid water journal January 2019
Quantum kinetic energy and isotope fractionation in aqueous ionic solutions journal January 2020
Ab initio spectroscopy of water under electric fields journal January 2019
Quantifying the hydration structure of sodium and potassium ions: taking additional steps on Jacob's Ladder journal January 2020
Recent advances in quantum‐mechanical molecular dynamics simulations of proton transfer mechanism in various water‐based environments journal May 2019
Ensemble first-principles molecular dynamics simulations of water using the SCAN meta-GGA density functional journal October 2019
Interaction between water and carbon nanostructures: How good are current density functional approximations? journal October 2019
Electrostatic decoupling of periodic images of plane‐wave‐expanded densities and derived atomic point charges journal November 1995
Quantifying the hydration structure of sodium and potassium ions: taking additional steps on Jacob's Ladder text January 2020
Interaction between water and carbon nanostructures: How good are current density functional approximations? preprint January 2019
Interplay of Water and a Supramolecular Capsule for Catalysis of Reductive Elimination Reaction from Gold preprint January 2019