Testing thermal gradient driving force for grain boundary migration using molecular dynamics simulations
Abstract
Strong thermal gradients in low-thermal-conductivity ceramics may drive extended defects, such as grain boundaries and voids, to migrate in preferential directions. In this work, molecular dynamics simulations are conducted to study thermal-gradient-driven grain boundary migration and to verify a previously proposed thermal gradient driving force equation, using uranium dioxide as a model system. It is discovered that a thermal gradient drives grain boundaries to migrate up the gradient, and the migration velocity increases under a constant gradient owing to the increase in mobility with temperature. Different grain boundaries migrate at very different rates owing to their different intrinsic mobilities. The extracted mobilities from the thermal-gradient-driven simulations are compared with those calculated from two other well-established methods, and good agreement between the three different methods is found, demonstrating that the theoretical equation of the thermal gradient driving force is valid, although a correction of one input parameter should be made. The discrepancy in the grain boundary mobilities between modeling and experiments is also reported on.
- Authors:
-
- Idaho National Lab. (INL), Idaho Falls, ID (United States)
- Publication Date:
- Research Org.:
- Energy Frontier Research Centers (EFRC) (United States). Center for Materials Science of Nuclear Fuel (CMSNF)
- Sponsoring Org.:
- USDOE Office of Science (SC), Basic Energy Sciences (BES); USDOE Office of Nuclear Energy (NE)
- OSTI Identifier:
- 1369989
- Alternate Identifier(s):
- OSTI ID: 1259922
- Grant/Contract Number:
- AC07-05ID14517
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Acta Materialia
- Additional Journal Information:
- Journal Volume: 85; Journal Issue: C; Related Information: CMSNF partners with Idaho National Laboratory (lead); Colorado School of Mines; University of Florida; Oak Ridge National Laboratory; Purdue University; University of Wisconsin at Madison; Journal ID: ISSN 1359-6454
- Publisher:
- Elsevier
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 36 MATERIALS SCIENCE; Grain boundary migration; Thermal gradient driving force; Molecular dynamics; Oxides
Citation Formats
Bai, Xian-Ming, Zhang, Yongfeng, and Tonks, Michael R. Testing thermal gradient driving force for grain boundary migration using molecular dynamics simulations. United States: N. p., 2014.
Web. doi:10.1016/j.actamat.2014.11.019.
Bai, Xian-Ming, Zhang, Yongfeng, & Tonks, Michael R. Testing thermal gradient driving force for grain boundary migration using molecular dynamics simulations. United States. https://doi.org/10.1016/j.actamat.2014.11.019
Bai, Xian-Ming, Zhang, Yongfeng, and Tonks, Michael R. Fri .
"Testing thermal gradient driving force for grain boundary migration using molecular dynamics simulations". United States. https://doi.org/10.1016/j.actamat.2014.11.019. https://www.osti.gov/servlets/purl/1369989.
@article{osti_1369989,
title = {Testing thermal gradient driving force for grain boundary migration using molecular dynamics simulations},
author = {Bai, Xian-Ming and Zhang, Yongfeng and Tonks, Michael R.},
abstractNote = {Strong thermal gradients in low-thermal-conductivity ceramics may drive extended defects, such as grain boundaries and voids, to migrate in preferential directions. In this work, molecular dynamics simulations are conducted to study thermal-gradient-driven grain boundary migration and to verify a previously proposed thermal gradient driving force equation, using uranium dioxide as a model system. It is discovered that a thermal gradient drives grain boundaries to migrate up the gradient, and the migration velocity increases under a constant gradient owing to the increase in mobility with temperature. Different grain boundaries migrate at very different rates owing to their different intrinsic mobilities. The extracted mobilities from the thermal-gradient-driven simulations are compared with those calculated from two other well-established methods, and good agreement between the three different methods is found, demonstrating that the theoretical equation of the thermal gradient driving force is valid, although a correction of one input parameter should be made. The discrepancy in the grain boundary mobilities between modeling and experiments is also reported on.},
doi = {10.1016/j.actamat.2014.11.019},
journal = {Acta Materialia},
number = C,
volume = 85,
place = {United States},
year = {Fri Dec 12 00:00:00 EST 2014},
month = {Fri Dec 12 00:00:00 EST 2014}
}
Web of Science
Works referenced in this record:
The Deformation and Ageing of Mild Steel: III Discussion of Results
journal, September 1951
- Hall, E. O.
- Proceedings of the Physical Society. Section B, Vol. 64, Issue 9
Efficient Annealing of Radiation Damage Near Grain Boundaries via Interstitial Emission
journal, March 2010
- Bai, X. M.; Voter, A. F.; Hoagland, R. G.
- Science, Vol. 327, Issue 5973
Interfacial thermal resistance in nanocrystalline yttria-stabilized zirconia
journal, May 2002
- Yang, Ho-Soon; Bai, G. -R.; Thompson, L. J.
- Acta Materialia, Vol. 50, Issue 9
Electrical Resistivity Model for Polycrystalline Films: the case of Specular Reflection at External Surfaces
journal, June 1969
- Mayadas, A. F.; Shatzkes, M.; Janak, J. F.
- Applied Physics Letters, Vol. 14, Issue 11
Kinetics of grain boundary migration in copper bicrystals with [001] rotation axes
journal, August 1973
- Viswanathan, R.; Bauer, C. L.
- Acta Metallurgica, Vol. 21, Issue 8
Coupling grain boundary motion to shear deformation
journal, November 2006
- Cahn, John W.; Mishin, Yuri; Suzuki, Akira
- Acta Materialia, Vol. 54, Issue 19
Atomistic Simulation of Curvature Driven Grain Boundary Migration
journal, February 1998
- Upmanyu, M.; Smith, R. W.; Srolovitz, D. J.
- Interface Science, Vol. 6, Issue 1/2, p. 41-58
Interface Mobility from Interface Random Walk
journal, October 2006
- Trautt, Z. T.; Upmanyu, M.; Karma, A.
- Science, Vol. 314, Issue 5799
Computing the mobility of grain boundaries
journal, January 2006
- Janssens, Koenraad G. F.; Olmsted, David; Holm, Elizabeth A.
- Nature Materials, Vol. 5, Issue 2
Thermophysical properties of uranium dioxide
journal, March 2000
- Fink, J. K.
- Journal of Nuclear Materials, Vol. 279, Issue 1
Effect of burn-up on the thermal conductivity of uranium dioxide up to 100.000 MWdt−1
journal, April 2004
- Ronchi, C.; Sheindlin, M.; Staicu, D.
- Journal of Nuclear Materials, Vol. 327, Issue 1
Comparison of molecular dynamics simulation methods for the study of grain boundary migration
journal, May 2013
- Mendelev, M. I.; Deng, C.; Schuh, C. A.
- Modelling and Simulation in Materials Science and Engineering, Vol. 21, Issue 4
Fast Parallel Algorithms for Short-Range Molecular Dynamics
journal, March 1995
- Plimpton, Steve
- Journal of Computational Physics, Vol. 117, Issue 1
Classical molecular dynamics simulation of UO2 to predict thermophysical properties
journal, October 2003
- Basak, C. B.; Sengupta, A. K.; Kamath, H. S.
- Journal of Alloys and Compounds, Vol. 360, Issue 1-2
Energetic recoils in UO2 simulated using five different potentials
journal, May 2009
- Devanathan, Ram; Yu, Jianguo; Weber, William J.
- The Journal of Chemical Physics, Vol. 130, Issue 17
Assessment of structures and stabilities of defect clusters and surface energies predicted by nine interatomic potentials for UO2
journal, November 2013
- Taller, Stephen A.; Bai, Xian-Ming
- Journal of Nuclear Materials, Vol. 443, Issue 1-3
Intrinsic electrostatic effects in nanostructured ceramics
journal, February 2010
- Nerikar, P.; Stanek, C. R.; Phillpot, S. R.
- Physical Review B, Vol. 81, Issue 6
Migration mechanisms of oxygen interstitial clusters in UO 2
journal, November 2012
- Bai, Xian-Ming; El-Azab, Anter; Yu, Jianguo
- Journal of Physics: Condensed Matter, Vol. 25, Issue 1
Critical assessment of UO2 classical potentials for thermal conductivity calculations
journal, January 2012
- Chernatynskiy, Aleksandr; Flint, Charles; Sinnott, Susan B.
- Journal of Materials Science, Vol. 47, Issue 21
Crack tip plasticity in single crystal UO2: Atomistic simulations
journal, November 2012
- Zhang, Yongfeng; Liu, Xiang-Yang; Millett, Paul C.
- Journal of Nuclear Materials, Vol. 430, Issue 1-3
Molecular dynamics simulations of intergranular fracture in UO2 with nine empirical interatomic potentials
journal, September 2014
- Zhang, Yongfeng; Millett, Paul C.; Tonks, Michael R.
- Journal of Nuclear Materials, Vol. 452, Issue 1-3
Atomistic simulations of void migration under thermal gradient in UO2
journal, January 2010
- Desai, Tapan G.; Millett, Paul; Tonks, Michael
- Acta Materialia, Vol. 58, Issue 1
Stress-induced phase transformation in nanocrystalline UO2
journal, May 2009
- Desai, Tapan G.; Uberuaga, Blas P.
- Scripta Materialia, Vol. 60, Issue 10
A Comparison of Particle-Particle, Particle-Mesh and Ewald Methods for Calculating Electrostatic Interactions in Periodic Molecular Systems
journal, December 1994
- Luty, Brock A.; Davis, Malcolm E.; Tironi, Ilario G.
- Molecular Simulation, Vol. 14, Issue 1
Grain Boundaries in Uranium Dioxide: Scanning Electron Microscopy Experiments and Atomistic Simulations: Grain Boundaries in Uranium Dioxide
journal, January 2011
- Nerikar, Pankaj V.; Rudman, Karin; Desai, Tapan G.
- Journal of the American Ceramic Society, Vol. 94, Issue 6
GBstudio: A Builder Software on Periodic Models of CSL Boundaries for Molecular Simulation
journal, January 2006
- Ogawa, Hiroshi
- MATERIALS TRANSACTIONS, Vol. 47, Issue 11
The relation between grain-boundary structure and sliding resistance
journal, April 2002
- Hoagland, R. G.; Kurtz, R. J.
- Philosophical Magazine A, Vol. 82, Issue 6
Comparison of interatomic potentials for UO2
journal, May 2008
- Govers, K.; Lemehov, S.; Hou, M.
- Journal of Nuclear Materials, Vol. 376, Issue 1
Melting of stoichiometric and hyperstoichiometric uranium dioxide
journal, June 2005
- Manara, D.; Ronchi, C.; Sheindlin, M.
- Journal of Nuclear Materials, Vol. 342, Issue 1-3
A unified formulation of the constant temperature molecular dynamics methods
journal, July 1984
- Nosé, Shuichi
- The Journal of Chemical Physics, Vol. 81, Issue 1
Molecular-dynamics calculation of the thermal conductivity of vitreous silica
journal, June 1999
- Jund, Philippe; Jullien, Rémi
- Physical Review B, Vol. 59, Issue 21
Curvature driven grain boundary migration in aluminum: molecular dynamics simulations
journal, January 2005
- Zhang, H.; Upmanyu, M.; Srolovitz, D. J.
- Acta Materialia, Vol. 53, Issue 1
Role of Defect Interaction in Boundary Mobility and Cation Diffusivity of CeO2
journal, September 1994
- Chen, Pei-Lin; Chen, I-Wei
- Journal of the American Ceramic Society, Vol. 77, Issue 9
Comparative study of grain-boundary migration and grain-boundary self-diffusion of [001] twist-grain boundaries in copper by atomistic simulations
journal, April 2005
- Schönfelder, B.; Gottstein, G.; Shvindlerman, L. S.
- Acta Materialia, Vol. 53, Issue 6
Isothermal grain growth kinetics in sintered UO2 pellets
journal, December 1973
- Ainscough, J. B.; Oldfield, B. W.; Ware, J. O.
- Journal of Nuclear Materials, Vol. 49, Issue 2
Grain-boundary migration in the presence of diffusing impurities: Simulations and analytical models
journal, September 2001
- Mendelev, M. I.; Srolovitz, D. J.; E., W.
- Philosophical Magazine A, Vol. 81, Issue 9
Electron Diffraction and Microscopy Techniques for Studying Grain-Boundary Structure
journal, June 1981
- Carter, C. B.; Sass, S. L.
- Journal of the American Ceramic Society, Vol. 64, Issue 6
Differences between solid superheating and liquid supercooling
journal, October 2005
- Bai, Xian-Ming; Li, Mo
- The Journal of Chemical Physics, Vol. 123, Issue 15
Guidance to design grain boundary mobility experiments with molecular dynamics and phase-field modeling
journal, February 2013
- Tonks, Michael R.; Zhang, Yongfeng; Biner, S. B.
- Acta Materialia, Vol. 61, Issue 4
Relationship between Equilibrium Fluctuations and Shear-Coupled Motion of Grain Boundaries
journal, August 2012
- Karma, Alain; Trautt, Zachary T.; Mishin, Yuri
- Physical Review Letters, Vol. 109, Issue 9
Grain boundary migration and grain rotation studied by molecular dynamics
journal, March 2012
- Trautt, Z. T.; Mishin, Y.
- Acta Materialia, Vol. 60, Issue 5
Atomistic Simulation of Slow Grain Boundary Motion
journal, January 2011
- Deng, Chuang; Schuh, Christopher A.
- Physical Review Letters, Vol. 106, Issue 4
Demonstrating the Temperature Gradient Impact on Grain Growth in UO 2 Using the Phase Field Method
journal, October 2013
- Tonks, Michael R.; Zhang, Yongfeng; Bai, Xianming
- Materials Research Letters, Vol. 2, Issue 1
Analysis of the elastic strain energy driving force for grain boundary migration using phase field simulation
journal, November 2010
- Tonks, Michael; Millett, Paul; Cai, Wei
- Scripta Materialia, Vol. 63, Issue 11
Works referencing / citing this record:
Phase-Field Simulation of Grain Boundary Evolution In Microstructures Containing Second-Phase Particles with Heterogeneous Thermal Properties
journal, December 2019
- Flint, T. F.; Sun, Y. L.; Xiong, Q.
- Scientific Reports, Vol. 9, Issue 1
Phase field modeling of grain boundary migration and preferential grain growth driven by electric current stressing
journal, November 2018
- Liang, S. B.; Ke, C. B.; Wei, C.
- Journal of Applied Physics, Vol. 124, Issue 17
Controlled Growth of Single‐Crystal Graphene Films
journal, October 2019
- Zhang, Jincan; Lin, Li; Jia, Kaicheng
- Advanced Materials, Vol. 32, Issue 1
Phase-Field Simulation of Grain Boundary Evolution In Microstructures Containing Second-Phase Particles with Heterogeneous Thermal Properties
journal, December 2019
- Flint, T. F.; Sun, Y. L.; Xiong, Q.
- Scientific Reports, Vol. 9, Issue 1