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Title: Searching for correlations between vibrational spectral features and structural parameters of silicate glass network

Abstract

Infrared (IR) and Raman spectroscopic features of silicate glasses are usually interpreted based on the analogy with those of smaller molecules, molecular clusters, or crystalline counterparts; this study tests the accuracy and validity of these widely cited peak assignment schemes by comparing vibrational spectral features with bond parameters of the glass network created by molecular dynamics (MD) simulations. A series of sodium silicate glasses with compositions of [Na2O]x[Al2O3]2[SiO2]98-x with x = 7, 12, 17, and 22 were synthesized and analyzed with IR and Raman. A silica glass substrate and a crystalline quartz were also analyzed for comparison. Glass structures with the same compositions were generated with MD simulations using three types of potentials: fixed partial charge pairwise (Teter), partial diffuse charge potential (MGFF), and bond order-based charge transfer potential (ReaxFF). The comparison of simulated and experimental IR spectra showed that, among these three potentials tested, ReaxFF reproduces the concentration dependence of spectral features closest to the experimentally observed trend. Hence, the bond length and angle distributions as well as Si–Qn species and ring size distributions of silica and sodium silicate glasses were obtained from ReaxFF-MD simulations and further compared with the peak assignment or deconvolution schemes—which have been widely used since 1970s and 1980s—(a)more » correlation between the IR peak position in the Si–O stretch region (1050-1120 cm-1) and the Si–O–Si bond angle; (b) deconvolution of the Raman bands in the Si–O stretch region with the Qn speciation; and (c) assignment of the Raman bands in the 420-600 cm-1 region to the bending modes of (SiO)n rings with different sizes (typically, n = 3-6). The comparisons showed that none of these widely used methods is congruent with the bond parameters or structures of silicate glass networks produced via ReaxFF-MD simulations. This result invokes that the adequacy of these spectral interpretation methods must be questioned. Alternative interpretations are proposed, which are to be tested independently in future studies.« less

Authors:
ORCiD logo [1]; ORCiD logo [1];  [2];  [2]; ORCiD logo [3]; ORCiD logo [2]; ORCiD logo [1]; ORCiD logo [1]
  1. Pennsylvania State Univ., University Park, PA (United States)
  2. Univ. of North Texas, Denton, TX (United States)
  3. Corning Research and Development Corp., Corning, NY (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); Pennsylvania State Univ., University Park, PA (United States); Univ. of North Texas, Denton, TX (United States)
Sponsoring Org.:
USDOE Office of Science (SC), Basic Energy Sciences (BES); National Science Foundation (NSF); Corning STEM Fellowship Program
OSTI Identifier:
1600991
Alternate Identifier(s):
OSTI ID: 1598694
Grant/Contract Number:  
SC0016584; DMR‐1609170
Resource Type:
Accepted Manuscript
Journal Name:
Journal of the American Ceramic Society
Additional Journal Information:
Journal Volume: 103; Journal Issue: 6; Journal ID: ISSN 0002-7820
Publisher:
American Ceramic Society
Country of Publication:
United States
Language:
English
Subject:
36 MATERIALS SCIENCE; infrared spectroscopy; molecular dynamics; Raman spectroscopy; sodium silicate glass; vibrational modes

Citation Formats

Liu, Hongshen, Hahn, Seung Ho, Ren, Mengguo, Thiruvillamalai, Mahadevan, Gross, Timothy M., Du, Jincheng, Duin, Adri C. T., and Kim, Seong H. Searching for correlations between vibrational spectral features and structural parameters of silicate glass network. United States: N. p., 2020. Web. doi:10.1111/jace.17036.
Liu, Hongshen, Hahn, Seung Ho, Ren, Mengguo, Thiruvillamalai, Mahadevan, Gross, Timothy M., Du, Jincheng, Duin, Adri C. T., & Kim, Seong H. Searching for correlations between vibrational spectral features and structural parameters of silicate glass network. United States. https://doi.org/10.1111/jace.17036
Liu, Hongshen, Hahn, Seung Ho, Ren, Mengguo, Thiruvillamalai, Mahadevan, Gross, Timothy M., Du, Jincheng, Duin, Adri C. T., and Kim, Seong H. Sat . "Searching for correlations between vibrational spectral features and structural parameters of silicate glass network". United States. https://doi.org/10.1111/jace.17036. https://www.osti.gov/servlets/purl/1600991.
@article{osti_1600991,
title = {Searching for correlations between vibrational spectral features and structural parameters of silicate glass network},
author = {Liu, Hongshen and Hahn, Seung Ho and Ren, Mengguo and Thiruvillamalai, Mahadevan and Gross, Timothy M. and Du, Jincheng and Duin, Adri C. T. and Kim, Seong H.},
abstractNote = {Infrared (IR) and Raman spectroscopic features of silicate glasses are usually interpreted based on the analogy with those of smaller molecules, molecular clusters, or crystalline counterparts; this study tests the accuracy and validity of these widely cited peak assignment schemes by comparing vibrational spectral features with bond parameters of the glass network created by molecular dynamics (MD) simulations. A series of sodium silicate glasses with compositions of [Na2O]x[Al2O3]2[SiO2]98-x with x = 7, 12, 17, and 22 were synthesized and analyzed with IR and Raman. A silica glass substrate and a crystalline quartz were also analyzed for comparison. Glass structures with the same compositions were generated with MD simulations using three types of potentials: fixed partial charge pairwise (Teter), partial diffuse charge potential (MGFF), and bond order-based charge transfer potential (ReaxFF). The comparison of simulated and experimental IR spectra showed that, among these three potentials tested, ReaxFF reproduces the concentration dependence of spectral features closest to the experimentally observed trend. Hence, the bond length and angle distributions as well as Si–Qn species and ring size distributions of silica and sodium silicate glasses were obtained from ReaxFF-MD simulations and further compared with the peak assignment or deconvolution schemes—which have been widely used since 1970s and 1980s—(a) correlation between the IR peak position in the Si–O stretch region (1050-1120 cm-1) and the Si–O–Si bond angle; (b) deconvolution of the Raman bands in the Si–O stretch region with the Qn speciation; and (c) assignment of the Raman bands in the 420-600 cm-1 region to the bending modes of (SiO)n rings with different sizes (typically, n = 3-6). The comparisons showed that none of these widely used methods is congruent with the bond parameters or structures of silicate glass networks produced via ReaxFF-MD simulations. This result invokes that the adequacy of these spectral interpretation methods must be questioned. Alternative interpretations are proposed, which are to be tested independently in future studies.},
doi = {10.1111/jace.17036},
journal = {Journal of the American Ceramic Society},
number = 6,
volume = 103,
place = {United States},
year = {Sat Jan 25 00:00:00 EST 2020},
month = {Sat Jan 25 00:00:00 EST 2020}
}

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Works referenced in this record:

A molecular dynamic calculation of the structure of sodium silicate glasses
journal, December 1979

  • Soules, T. F.
  • The Journal of Chemical Physics, Vol. 71, Issue 11
  • DOI: 10.1063/1.438210

Channel Formation and Intermediate Range Order in Sodium Silicate Melts and Glasses
journal, July 2004


The structure of sodium silicate glass
journal, December 1990

  • Huang, Chengde; Cormack, A. N.
  • The Journal of Chemical Physics, Vol. 93, Issue 11
  • DOI: 10.1063/1.459296

Dynamics of Sodium in Sodium Disilicate: Channel Relaxation and Sodium Diffusion
journal, March 2002


11B NMR studies and structural modeling of Na2OB2O3SiO2 glasses of high soda content
journal, October 1983


Network connectivity in aluminoborosilicate glasses: A high-resolution 11B, 27Al and 17O NMR study
journal, November 2005


Vibrational spectra of simple silicate glasses
journal, January 1970


Infrared Absorption Spectra of Sodium Silicate Glasses from 4 to 30μ
journal, December 1964


Infrared Reflectance Spectrometer for Liquids at High Temperatures
journal, May 1969


The infrared transmission spectra of four silicate glasses before and after exposure to water
journal, October 1990

  • Husung, Roy D.; Doremus, Robert H.
  • Journal of Materials Research, Vol. 5, Issue 10
  • DOI: 10.1557/JMR.1990.2209

Structural investigation of silica gel films by infrared spectroscopy
journal, October 1990

  • Almeida, Rui M.; Pantano, Carlo G.
  • Journal of Applied Physics, Vol. 68, Issue 8
  • DOI: 10.1063/1.346213

Normal mode assignments in vitreous silica, germania and beryllium fluoride
journal, July 1971

  • Bell, R. J.; Dean, P.; Hibbins-Butler, D. C.
  • Journal of Physics C: Solid State Physics, Vol. 4, Issue 10
  • DOI: 10.1088/0022-3719/4/10/029

Longitudinal and Transverse Optical Lattice Vibrations in Quartz
journal, September 1967


Raman Spectra of α and β Cristobalite
journal, November 1972

  • Bates, John B.
  • The Journal of Chemical Physics, Vol. 57, Issue 9
  • DOI: 10.1063/1.1678878

Phonons in amorphous silica
journal, September 1977


Theory of the vibrational spectra of some network and molecular glasses
journal, April 1975


Raman spectroscopic investigation of the structure of silicate glasses. III. Raman intensities and structural units in sodium silicate glasses
journal, October 1981

  • Furukawa, Toshiharu; Fox, Karen E.; White, William B.
  • The Journal of Chemical Physics, Vol. 75, Issue 7
  • DOI: 10.1063/1.442472

Quantitative Analysis of Glass Structure with the Use of Infrared Reflection Spectra
journal, May 1974


Vibrational Properties of Calcium Phosphate Compounds. 1. Raman Spectrum of β-Tricalcium Phosphate
journal, April 1997

  • de Aza, P. N.; Santos, C.; Pazo, A.
  • Chemistry of Materials, Vol. 9, Issue 4
  • DOI: 10.1021/cm960425d

Wall-related Raman scattering in ferroelastic lead phosphate Pb 3 (PO 4 ) 2
journal, September 2001


Raman Spectra of Amorphous Si and Related Tetrahedrally Bonded Semiconductors
journal, March 1971


Phonons in A X 2 glasses: From molecular to band-like modes
journal, April 1977


Correlation of silica glass properties with the infrared spectra
journal, January 1997


Asymmetric peak line shape of infrared dielectric function spectra for thermally grown silicon dioxide films
journal, December 2000

  • Ishikawa, Kenji; Suzuki, Kunihiro; Okamura, Shigeru
  • Journal of Applied Physics, Vol. 88, Issue 12
  • DOI: 10.1063/1.1325377

Band limits and the vibrational spectra of tetrahedral glasses
journal, April 1979


Molecular dynamics study of correlations between IR peak position and bond parameters of silica and silicate glasses: Effects of temperature and stress
journal, September 2017

  • Luo, Jiawei; Zhou, Yuxing; Milner, Scott T.
  • Journal of the American Ceramic Society, Vol. 101, Issue 1
  • DOI: 10.1111/jace.15187

Correlation between IR peak position and bond parameter of silica glass: Molecular dynamics study on fictive temperature (cooling rate) effect
journal, June 2018

  • Luo, Jiawei; Zhou, Yuxing; Pantano, Carlo G.
  • Journal of the American Ceramic Society, Vol. 101, Issue 12
  • DOI: 10.1111/jace.15858

Raman spectroscopic investigation of the structure of silicate glasses. I. The binary alkali silicates
journal, September 1975

  • Brawer, Steven A.; White, William B.
  • The Journal of Chemical Physics, Vol. 63, Issue 6
  • DOI: 10.1063/1.431671

Raman investigation of ring configurations in vitreous silica
journal, July 1981

  • Sharma, Shiv K.; Mammone, Joseph F.; Nicol, Malcolm F.
  • Nature, Vol. 292, Issue 5819
  • DOI: 10.1038/292140a0

Planar rings in vitreous silica
journal, May 1982


Four-membered rings in silica and aluminosilicate glasses
journal, April 1996


Molecular orbital calculations of vibrations in three-membered aluminosilicate rings
journal, January 1993

  • Kubicki, J. D.; Sykes, D.
  • Physics and Chemistry of Minerals, Vol. 19, Issue 6
  • DOI: 10.1007/BF00202975

Polymerization of aqueous silica in H2O–K2O solutions at 25–200°C and 1bar to 20kbar
journal, April 2011


Vibrational mode frequencies of H 4 SiO 4 , D 4 SiO 4 , H 6 Si 2 O 7 , and H 6 Si 3 O 9 in aqueous environment, obtained from ab initio molecular dynamics
journal, October 2012

  • Spiekermann, Georg; Steele-MacInnis, Matthew; Kowalski, Piotr M.
  • The Journal of Chemical Physics, Vol. 137, Issue 16
  • DOI: 10.1063/1.4761824

Ab initio molecular orbital calculations on the electronic structure of sodium silicate glasses
journal, July 1991

  • Uchino, Takashi; Iwasaki, Matae; Sakka, Tetsuo
  • The Journal of Physical Chemistry, Vol. 95, Issue 14
  • DOI: 10.1021/j100167a021

Study of Some Binary Silicate Glasses by Means of Reflection in Infrared
journal, May 1953


Characterization of Ion Distributions Near the Surface of Sodium-Containing and Sodium-Depleted Calcium Aluminosilicate Melts
journal, January 2006


Molecular Dynamics Simulation of the Structure and Hydroxylation of Silica Glass Surfaces
journal, September 2005


Development of a ReaxFF Reactive Force Field for NaSiO x /Water Systems and Its Application to Sodium and Proton Self-Diffusion
journal, July 2018

  • Hahn, Seung Ho; Rimsza, Jessica; Criscenti, Louise
  • The Journal of Physical Chemistry C, Vol. 122, Issue 34
  • DOI: 10.1021/acs.jpcc.8b05852

Dissociative Chemisorption of Water onto Silica Surfaces and Formation of Hydronium Ions
journal, February 2008

  • Mahadevan, T. S.; Garofalini, S. H.
  • The Journal of Physical Chemistry C, Vol. 112, Issue 5
  • DOI: 10.1021/jp076936c

Evaluating Water Reactivity at Silica Surfaces Using Reactive Potentials
journal, April 2018

  • Mahadevan, Thiruvilla S.; Du, Jincheng
  • The Journal of Physical Chemistry C, Vol. 122, Issue 18
  • DOI: 10.1021/acs.jpcc.7b12653

Non‐Newtonian viscous flow in glass
journal, June 1982

  • Simmons, Joseph H.; Mohr, Robert K.; Montrose, C. J.
  • Journal of Applied Physics, Vol. 53, Issue 6
  • DOI: 10.1063/1.331272

Precise XPS depth profile of soda–lime–silica float glass using C60 ion beam
journal, October 2011


Hydration of soda-lime silicate glass, effect of alumina
journal, January 1983


The medium range structure of sodium silicate glasses: a molecular dynamics simulation
journal, December 2004


ReaxFF:  A Reactive Force Field for Hydrocarbons
journal, October 2001

  • van Duin, Adri C. T.; Dasgupta, Siddharth; Lorant, Francois
  • The Journal of Physical Chemistry A, Vol. 105, Issue 41
  • DOI: 10.1021/jp004368u

The ReaxFF reactive force-field: development, applications and future directions
journal, March 2016


Reactive Potentials for Advanced Atomistic Simulations
journal, July 2013


Fast Parallel Algorithms for Short-Range Molecular Dynamics
journal, March 1995


Dynamics of Confined Reactive Water in Smectite Clay–Zeolite Composites
journal, February 2012

  • Pitman, Michael C.; van Duin, Adri C. T.
  • Journal of the American Chemical Society, Vol. 134, Issue 6
  • DOI: 10.1021/ja208894m

Infrared spectroscopy of surfaces of glasses containing alkali ions
journal, September 1980


Kramers-Kronig analysis applied to reflection-absorption spectroscopy
journal, August 1997


Effects of surface initial condition on aqueous corrosion of glass-A study with a model nuclear waste glass
journal, September 2018

  • Liu, Hongshen; Ngo, Dien; Ren, Mengguo
  • Journal of the American Ceramic Society, Vol. 102, Issue 4
  • DOI: 10.1111/jace.16016

Longitudinal Optical Vibrations in Glasses: Ge O 2 and Si O 2
journal, November 1976


Vibrational modes in amorphous silicon dioxide
journal, November 2000


Comparison of model potentials for molecular-dynamics simulations of silica
journal, September 2005

  • Herzbach, Daniel; Binder, Kurt; Müser, Martin H.
  • The Journal of Chemical Physics, Vol. 123, Issue 12
  • DOI: 10.1063/1.2038747

Local structures of MD-modeled vitreous silica and sodium silicate glasses
journal, May 2001


Isotope Effects in Water: Differences of Structure, Dynamics, Spectrum, and Proton Transport between Heavy and Light Water from ReaxFF Reactive Force Field Simulations
journal, September 2018

  • Zhang, Weiwei; Chen, Xing; van Duin, Adri C. T.
  • The Journal of Physical Chemistry Letters, Vol. 9, Issue 18
  • DOI: 10.1021/acs.jpclett.8b02379

Structural Origin of the Thermal and Diffusion Behaviors of Lithium Aluminosilicate Crystal Polymorphs and Glasses
journal, May 2016

  • Ren, Mengguo; Du, Jincheng
  • Journal of the American Ceramic Society, Vol. 99, Issue 8
  • DOI: 10.1111/jace.14292

Structural features of sodium silicate glasses from reactive force field‐based molecular dynamics simulations
journal, October 2019

  • Deng, Lu; Urata, Shingo; Takimoto, Yasuyuki
  • Journal of the American Ceramic Society, Vol. 103, Issue 3
  • DOI: 10.1111/jace.16837

Planar rings in glasses
journal, November 1982


Ion implantation- and radiation-induced structural modifications in amorphous SiO2
journal, January 1993


Si–O–Si bond angle and torsion angle distribution in vitreous silica and sodium silicate glasses
journal, May 2003


Kramers-Kronig Analysis of Reflectance Measured at Oblique Incidence
journal, January 1967


On the theory of homogeneous and inhomogeneous line broadening. An exactly solvable model
journal, January 1981

  • Knapp, E. W.; Fischer, S. F.
  • The Journal of Chemical Physics, Vol. 74, Issue 1
  • DOI: 10.1063/1.440798

The structure of soda-silica glasses: A mas NMR study
journal, November 1984


A review of the structures of oxide glasses by Raman spectroscopy
journal, January 2015

  • Yadav, Avadhesh Kumar; Singh, Prabhakar
  • RSC Advances, Vol. 5, Issue 83
  • DOI: 10.1039/C5RA13043C

The structural groups of alkali silicate glasses determined from 29Si MAS-NMR
journal, January 1991

  • Maekawa, Hideki; Maekawa, Takashi; Kawamura, Katsuyuki
  • Journal of Non-Crystalline Solids, Vol. 127, Issue 1
  • DOI: 10.1016/0022-3093(91)90400-Z

Raman-Scattering Selection-Rule Breaking and the Density of States in Amorphous Materials
journal, July 1970


Optical Phonons in Amorphous Silicon Oxides. I. Calculation of the Density of States and Interpretation of LoTo Splittings of Amorphous Sio2
journal, June 1983


Raman Spectrum of Quartz
journal, April 1945


Raman spectroscopy of graphene and graphite: Disorder, electron–phonon coupling, doping and nonadiabatic effects
journal, July 2007


Thermal stability studies of CVD-grown graphene nanoribbons: Defect annealing and loop formation
journal, February 2009


Dissociative Chemisorption of Water onto Silica Surfaces and Formation of Hydronium Ions
journal, May 2009

  • Mahadevan, Thiruvilla; Garofalini, Stephen
  • The Journal of Physical Chemistry C, Vol. 113, Issue 25
  • DOI: 10.1021/jp904565z