TY - JOUR
T1 - Development of a ReaxFF Reactive Force Field for NaSiO x/Water Systems and Its Application to Sodium and Proton Self-Diffusion
AU - Hahn, Seung Ho
AU - Rimsza, Jessica
AU - Criscenti, Louise
AU - Sun, Wei
AU - Deng, Lu
AU - Du, Jincheng
AU - Liang, Tao
AU - Sinnott, Susan B.
AU - Van Duin, Adri C.T.
N1 - Funding Information:
This work was supported by NSF DMR grant #1609107. Computations for this research (Sections 2.3.2,, and 2.4) were performed on the Pennsylvania State University’s Institute for Cyber Science Advanced Cyber Infrastructure (ICS-ACI). This work was also supported by the Laboratory Directed Research and Development (LDRD) program of Sandia National Laboratories. Sandia National Laboratories is a multimission laboratory managed and operated by National Technology and Engineering Solutions of Sandia, LLC., a wholly owned subsidiary of Honeywell International, Inc., for the U.S. Department of Energy’s National Nuclear Security Administration under contract DE-NA0003525. J.D. acknowledges support of NSF DMR grant #1508001.
Publisher Copyright:
© 2018 American Chemical Society.
PY - 2018/8/30
Y1 - 2018/8/30
N2 - We present the development of a ReaxFF reactive force field for Na/Si/O/H interactions, which enables reactive molecular dynamics simulation of the sodium silicate-water interfaces. The force field parameters were fitted against various quantum mechanical calculations, including equations of state of different NaSiOx crystalline phases, energy barriers of a sodium cation's transport within the sodium silicate crystal structure, interactions between the hydroxylated silica surface and sodium cation-water systems, and dissociation energies of [NaOH-n(H2O)] (n = 1-6) clusters. After the optimization process, we validated the force field capability through calculating the structures of sodium silicate crystals and glasses and transport properties of sodium ions and protons within the amorphous structures. The force field was also applied to validate the dissociation behavior of sodium hydroxides within the bulk water. Our results with the developed force field are relevant to detailed chemical dissolution mechanisms, which involve (a) the interdiffusion process of sodium ions from glasses and protons from water, (b) subsequent ionic self-diffusion of sodium ions from the subsurface region to vacancy sites at the glass-water interface, and (c) sodium ions interaction with water after leaching from the amorphous sodium silicate system.
AB - We present the development of a ReaxFF reactive force field for Na/Si/O/H interactions, which enables reactive molecular dynamics simulation of the sodium silicate-water interfaces. The force field parameters were fitted against various quantum mechanical calculations, including equations of state of different NaSiOx crystalline phases, energy barriers of a sodium cation's transport within the sodium silicate crystal structure, interactions between the hydroxylated silica surface and sodium cation-water systems, and dissociation energies of [NaOH-n(H2O)] (n = 1-6) clusters. After the optimization process, we validated the force field capability through calculating the structures of sodium silicate crystals and glasses and transport properties of sodium ions and protons within the amorphous structures. The force field was also applied to validate the dissociation behavior of sodium hydroxides within the bulk water. Our results with the developed force field are relevant to detailed chemical dissolution mechanisms, which involve (a) the interdiffusion process of sodium ions from glasses and protons from water, (b) subsequent ionic self-diffusion of sodium ions from the subsurface region to vacancy sites at the glass-water interface, and (c) sodium ions interaction with water after leaching from the amorphous sodium silicate system.
UR - http://www.scopus.com/inward/record.url?scp=85052296045&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85052296045&partnerID=8YFLogxK
U2 - 10.1021/acs.jpcc.8b05852
DO - 10.1021/acs.jpcc.8b05852
M3 - Article
AN - SCOPUS:85052296045
SN - 1932-7447
VL - 122
SP - 19613
EP - 19624
JO - Journal of Physical Chemistry C
JF - Journal of Physical Chemistry C
IS - 34
ER -