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An improved interatomic potential for xenon in UO2: a combined density functional theory/genetic algorithm approach.
Alexander E Thompson1, Bryce Meredig, C Wolverton
1Department of Materials Science and Engineering, Northwestern University, Evanston, IL 60208, USA.
We developed a new xenon interatomic potential using iterative potential refinement (IPR) and density functional theory (DFT + U) calculations. This improved potential accurately models xenon defect energetics in UO2, correcting limitations of previous models.
Area of Science:
- Materials Science
- Computational Materials Science
- Nuclear Materials
Background:
- Accurate modeling of xenon behavior in uranium dioxide (UO2) is crucial for nuclear fuel performance.
- Existing interatomic potentials for xenon in UO2 often fail to accurately predict defect energetics.
Purpose of the Study:
- To develop and validate an improved xenon interatomic potential for UO2.
- To assess the accuracy of existing xenon potentials against advanced computational methods.
Main Methods:
- Fitted a new xenon interatomic potential using iterative potential refinement (IPR), a genetic algorithm approach.
- Utilized density functional theory with the Hubbard U correction (DFT + U) for fitting and validation.
- Compared IPR-fitted potential energetics with DFT + U calculations for various xenon defect sites.
Main Results:
- The newly developed IPR-fitted xenon potential accurately predicts defect energetics across various incorporation sites.
- Previous xenon potentials overestimated defect formation energies and failed to rank small incorporation site defects correctly.
- The IPR potential shows good agreement with DFT + U calculations for interstitial and double Schottky defect clusters.
Conclusions:
- The IPR-generated xenon potential offers a significant improvement over existing models for UO2.
- The iterative potential refinement (IPR) method is a flexible and powerful tool for developing interatomic potentials.
- This work provides a more reliable computational tool for studying xenon behavior in nuclear materials.
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