Title: Communication: Nucleation rates of supersaturated aqueous NaCl using a polarizable force field

Journal Article · · Journal of Chemical Physics
DOI: https://doi.org/10.1063/1.5053652 · OSTI ID:1610629

In this work, we use molecular dynamics simulations with a polarizable force field, namely, the modified AH/BK3 model [J. Kolafa, J. Chem. Phys. 145, 204509 (2016)], in combination with the forward flux sampling technique, to calculate the rates of homogeneous nucleation of NaCl from supersaturated aqueous solutions at 298 K and 1 bar. A non-polarizable model that reproduces the experimental equilibrium solubility {AH/TIP4P-2005 of Benavides et al. [J. Chem. Phys. 147, 104501 (2017)]} is also used for comparison. Nucleation rates calculated from the polarizable force field are found to be in good agreement with experimental measurements, while the non-polarizable model severely underestimates the nucleation rates. These results, in combination with our earlier study of a different non-polarizable force field [H. Jiang et al., J. Chem. Phys. 148, 044505 (2018)], lead to the conclusion that nucleation rates are sensitive to the details of force fields, and a good representation of nucleation rates may not be feasible using available non-polarizable force fields, even if these reproduce the equilibrium salt solubility. Finally, inclusion of polarization could be important for an accurate prediction of nucleation rates in salt solutions.

Research Organization:
Princeton Univ., NJ (United States)
Sponsoring Organization:
National Science Foundation (NSF); USDOE; USDOE Office of Science (SC), Basic Energy Sciences (BES) (SC-22)
Grant/Contract Number:
SC0002128
OSTI ID:
1610629
Journal Information:
Journal of Chemical Physics, Journal Name: Journal of Chemical Physics Journal Issue: 14 Vol. 149; ISSN 0021-9606
Publisher:
American Institute of Physics (AIP)Copyright Statement
Country of Publication:
United States
Language:
English

References (33)

New Perspectives on Mineral Nucleation and Growth: From Solution Precursors to Solid Materials book January 2017
Cluster formation in highly supersaturated solution droplets journal May 1994
Evidence that crystal nucleation in aqueous NaCl solution Occurs by the two-step mechanism journal November 2013
Recent progress in the molecular simulation of thermodynamic properties of aqueous electrolyte solutions journal June 2018
Heterogeneous Nucleation and Growth of Nanoparticles at Environmental Interfaces journal August 2016
Crystal Nucleation in Liquids: Open Questions and Future Challenges in Molecular Dynamics Simulations journal May 2016
Thermodynamic and Transport Properties of H 2 O + NaCl from Polarizable Force Fields journal July 2015
Birth of NaCl Crystals: Insights from Molecular Simulations journal August 2016
Transient Polymorphism in NaCl journal May 2013
Molecular Force Field Development for Aqueous Electrolytes: 1. Incorporating Appropriate Experimental Data and the Inadequacy of Simple Electrolyte Force Fields Based on Lennard-Jones and Point Charge Interactions with Lorentz–Berthelot Rules journal October 2013
The missing term in effective pair potentials journal November 1987
Ion-Induced Nucleation in Solution :  Promotion of Solute Nucleation in Charged Levitated Droplets journal September 2007
Nucleation of NaCl from Aqueous Solution: Critical Sizes, Ion-Attachment Kinetics, and Rates journal October 2015
Salt Crystallization from an Evaporating Aqueous Solution by Molecular Dynamics Simulations journal August 2003
Efflorescence Relative Humidity of Mixed Sodium Chloride and Sodium Sulfate Particles journal October 2007
Molecular Simulation of Aqueous Electrolyte Solubility. 2. Osmotic Ensemble Monte Carlo Methodology for Free Energy and Solubility Calculations and Application to NaCl journal June 2011
Molecular Dynamics Simulations of the Dynamic and Energetic Properties of Alkali and Halide Ions Using Water-Model-Specific Ion Parameters journal October 2009
How Crystals Nucleate and Grow in Aqueous NaCl Solution journal January 2013
Molecular simulation of aqueous electrolytes: Water chemical potential results and Gibbs-Duhem equation consistency tests journal September 2013
A new polarizable force field for alkali and halide ions journal September 2014
Temperature-dependent solubilities and mean ionic activity coefficients of alkali halides in water from molecular dynamics simulations journal July 2015
Consensus on the solubility of NaCl in water from computer simulations using the chemical potential route journal March 2016
On the calculation of solubilities via direct coexistence simulations: Investigation of NaCl aqueous solutions and Lennard-Jones binary mixtures journal October 2016
Solubility of NaCl in water and its melting point by molecular dynamics in the slab geometry and a new BK3-compatible force field journal November 2016
Temperature-dependent formation of NaCl dihydrate in levitated NaCl and sea salt aerosol particles journal December 2016
A potential model for sodium chloride solutions based on the TIP4P/2005 water model journal September 2017
Forward flux sampling calculation of homogeneous nucleation rates from aqueous NaCl solutions journal January 2018
Forward-flux sampling with jumpy order parameters journal August 2018
NaCl nucleation from brine in seeded simulations: Sources of uncertainty in rate estimates journal June 2018
Bond-orientational order in liquids and glasses journal July 1983
Atomistic Mechanism of NaCl Nucleation from an Aqueous Solution journal January 2004
Sampling Rare Switching Events in Biochemical Networks journal January 2005
Forward-Flux Sampling with Jumpy Order Parameters text January 2017

Cited By (5)