DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Monte Carlo simulation of borosilicate glass dissolution using molecular dynamics-generated glass structures

Abstract

Atomic-scale insights into borosilicate glass dissolution are vital to the development of waste form corrosion models. While Monte Carlo (MC) simulations have been instrumental in advancing the state of knowledge, all simulations to date have relied on lattices to represent the glass structure, potentially introducing artifacts. A new approach (amorphous MC approach) was developed whereby glass structures generated from molecular dynamics simulations were used as starting points for MC simulations. Correlations between dissolution rate and structural features were revealed in MC simulations of sodium borosilicate glasses that covered a wide compositional range. Notably, the lattice MC approach predicted the fraction of tetrahedral boron to have a lesser influence on the dissolution rate than computed with the amorphous MC approach. The lattice MC simulations further overestimated the dissolution rate for a given glass composition. These findings illustrate the importance of using truly amorphous structures in MC simulations of glass corrosion.

Authors:
ORCiD logo [1]; ORCiD logo [2]
  1. Pacific Northwest National Lab. (PNNL), Richland, WA (United States)
  2. Univ. of North Texas, Denton, TX (United States)
Publication Date:
Research Org.:
Energy Frontier Research Centers (EFRC) (United States). Center for Performance and Design of Nuclear Waste Forms and Containers (WastePD); Pacific Northwest National Lab. (PNNL), Richland, WA (United States); Univ. of North Texas, Denton, TX (United States)
Sponsoring Org.:
USDOE Office of Nuclear Energy (NE); USDOE Office of Electricity (OE), Advanced Grid Research & Development. Power Systems Engineering Research; USDOE Office of Science (SC), Basic Energy Sciences (BES). Scientific User Facilities Division
OSTI Identifier:
1600992
Alternate Identifier(s):
OSTI ID: 1691660
Grant/Contract Number:  
SC0016584; AC05-76RL01830; DESC0016584
Resource Type:
Accepted Manuscript
Journal Name:
Journal of Non-Crystalline Solids
Additional Journal Information:
Journal Volume: 522; Journal Issue: C; Journal ID: ISSN 0022-3093
Publisher:
Elsevier
Country of Publication:
United States
Language:
English
Subject:
36 MATERIALS SCIENCE; Monte Carlo; Glass dissolution; Molecular dynamics; Dissolution mechanisms

Citation Formats

Kerisit, Sebastien, and Du, Jincheng. Monte Carlo simulation of borosilicate glass dissolution using molecular dynamics-generated glass structures. United States: N. p., 2019. Web. doi:10.1016/j.jnoncrysol.2019.119601.
Kerisit, Sebastien, & Du, Jincheng. Monte Carlo simulation of borosilicate glass dissolution using molecular dynamics-generated glass structures. United States. https://doi.org/10.1016/j.jnoncrysol.2019.119601
Kerisit, Sebastien, and Du, Jincheng. Mon . "Monte Carlo simulation of borosilicate glass dissolution using molecular dynamics-generated glass structures". United States. https://doi.org/10.1016/j.jnoncrysol.2019.119601. https://www.osti.gov/servlets/purl/1600992.
@article{osti_1600992,
title = {Monte Carlo simulation of borosilicate glass dissolution using molecular dynamics-generated glass structures},
author = {Kerisit, Sebastien and Du, Jincheng},
abstractNote = {Atomic-scale insights into borosilicate glass dissolution are vital to the development of waste form corrosion models. While Monte Carlo (MC) simulations have been instrumental in advancing the state of knowledge, all simulations to date have relied on lattices to represent the glass structure, potentially introducing artifacts. A new approach (amorphous MC approach) was developed whereby glass structures generated from molecular dynamics simulations were used as starting points for MC simulations. Correlations between dissolution rate and structural features were revealed in MC simulations of sodium borosilicate glasses that covered a wide compositional range. Notably, the lattice MC approach predicted the fraction of tetrahedral boron to have a lesser influence on the dissolution rate than computed with the amorphous MC approach. The lattice MC simulations further overestimated the dissolution rate for a given glass composition. These findings illustrate the importance of using truly amorphous structures in MC simulations of glass corrosion.},
doi = {10.1016/j.jnoncrysol.2019.119601},
journal = {Journal of Non-Crystalline Solids},
number = C,
volume = 522,
place = {United States},
year = {Mon Aug 12 00:00:00 EDT 2019},
month = {Mon Aug 12 00:00:00 EDT 2019}
}

Journal Article:

Citation Metrics:
Cited by: 8 works
Citation information provided by
Web of Science

Figures / Tables:

Figure 1 Figure 1: Example of an amorphous MC simulation of the dissolution of a glass with composition 42.9 mol% SiO2 14.3 mol% B2O3 42.9 mol% Na2O (K3R3 glass). (A) Instantaneous values of the number of dissolved network former sites, Si/B ratio, fraction of sites dissolved as clusters, and interfacial roughness. (B)more » MD-generated glass structure used as repeat unit in the MC simulation. Si, B, Na, and O atoms are shown in red, green, yellow, and blue, respectively. Polyhedron representation is used for the network formers. (C) Snapshots of the MC simulation (from left to right: initial configuration and interfacial region after 1000 and 5000 computer steps). Si, B, and water sites are shown in red, green, and blue, respectively.« less

Save / Share:

Works referenced in this record:

An international initiative on long-term behavior of high-level nuclear waste glass
journal, June 2013


Current Understanding and Remaining Challenges in Modeling Long-Term Degradation of Borosilicate Nuclear Waste Glasses
journal, November 2013

  • Vienna, John D.; Ryan, Joseph V.; Gin, Stéphane
  • International Journal of Applied Glass Science, Vol. 4, Issue 4
  • DOI: 10.1111/ijag.12050

A method for site-specific and cryogenic specimen fabrication of liquid/solid interfaces for atom probe tomography
journal, November 2018


Low-temperature lithium diffusion in simulated high-level boroaluminosilicate nuclear waste glasses
journal, December 2014


Ion-Exchange Interdiffusion Model with Potential Application to Long-Term Nuclear Waste Glass Performance
journal, April 2016

  • Neeway, James Joseph; Kerisit, Sebastien N.; Liu, Jia
  • The Journal of Physical Chemistry C, Vol. 120, Issue 17
  • DOI: 10.1021/acs.jpcc.6b03681

Modeling Interfacial Glass-Water Reactions: Recent Advances and Current Limitations
journal, July 2014

  • Pierce, Eric M.; Frugier, Pierre; Criscenti, Louise J.
  • International Journal of Applied Glass Science, Vol. 5, Issue 4
  • DOI: 10.1111/ijag.12077

Modelling Glass Dissolution with a Monte Carlo Technique
journal, January 1995


New techniques for modelling glass dissolution
journal, September 2001


Numerical modelling of glass dissolution: gel layer morphology
journal, September 2001


Monte Carlo Modelling of Glass Dissolution: Comparison with Experiments
journal, January 2000


Leaching of borosilicate glasses. II. Model and Monte-Carlo simulations
journal, September 2004


Monte Carlo simulations of borosilicate glass corrosion: predictions for morphology and kinetics
journal, October 2004


Contribution of Monte Carlo Modeling to Understanding the Alteration of Nuclear Glasses by Water
journal, July 2006

  • Ledieu, Aurélien; Devreux, François; Barboux, Philippe
  • Nuclear Science and Engineering, Vol. 153, Issue 3
  • DOI: 10.13182/NSE06-A2614

Aqueous alteration of five-oxide silicate glasses: Experimental approach and Monte Carlo modeling
journal, January 2008


Monte Carlo simulations of the dissolution of borosilicate and aluminoborosilicate glasses in dilute aqueous solutions
journal, September 2011


Monte Carlo simulations of the dissolution of borosilicate glasses in near-equilibrium conditions
journal, May 2012


Monte Carlo simulations of the corrosion of aluminoborosilicate glasses
journal, October 2013


Monte Carlo simulations of coupled diffusion and surface reactions during the aqueous corrosion of borosilicate glasses
journal, January 2015


On the effect of glass composition in the dissolution of glasses by water
journal, January 2008


Why Do Certain Glasses with a High Dissolution Rate Undergo a Low Degree of Corrosion?
journal, March 2011

  • Cailleteau, Céline; Devreux, François; Spalla, Olivier
  • The Journal of Physical Chemistry C, Vol. 115, Issue 13
  • DOI: 10.1021/jp111458f

Origin and consequences of silicate glass passivation by surface layers
journal, February 2015

  • Gin, Stéphane; Jollivet, Patrick; Fournier, Maxime
  • Nature Communications, Vol. 6, Issue 1
  • DOI: 10.1038/ncomms7360

Dynamics of self-reorganization explains passivation of silicate glasses
journal, June 2018


Development of empirical potentials for sodium borosilicate glass systems
journal, September 2011


Corrosion resistance of Al 2 O 3 -Y 2 O 3 -SiC coating on depleted uranium prepared by cathode plasma electrolytic deposition
journal, August 2018

  • Deng, Shunjie; Jiang, Chi; Liu, Tianwei
  • Journal of the American Ceramic Society, Vol. 102, Issue 3
  • DOI: 10.1111/jace.15963

A new transferable interatomic potential for molecular dynamics simulations of borosilicate glasses
journal, October 2018


Percolation and cluster distribution. I. Cluster multiple labeling technique and critical concentration algorithm
journal, October 1976


Extension of Hoshen–Kopelman algorithm to non-lattice environments
journal, April 2003

  • Al-Futaisi, Ahmed; Patzek, Tadeusz W.
  • Physica A: Statistical Mechanics and its Applications, Vol. 321, Issue 3-4
  • DOI: 10.1016/S0378-4371(02)01586-8

Canonical dynamics: Equilibrium phase-space distributions
journal, March 1985


Die Berechnung optischer und elektrostatischer Gitterpotentiale
journal, January 1921


Works referencing / citing this record:

Model-driven design of bioactive glasses: from molecular dynamics through machine learning
journal, December 2019


Figures/Tables have been extracted from DOE-funded journal article accepted manuscripts.