A reactive molecular dynamics model for uranium/hydrogen containing systems

被引:0
作者
Soshnikov, Artem [1 ]
Lindsey, Rebecca [2 ]
Kulkarni, Ambarish [1 ]
Goldman, Nir [1 ,3 ]
机构
[1] Univ Calif Davis, Dept Chem Engn, Davis, CA 95616 USA
[2] Univ Michigan, Dept Chem Engn, Ann Arbor, MI 48109 USA
[3] Lawrence Livermore Natl Lab, Phys & Life Sci Directorate, Livermore, CA 94550 USA
关键词
AB-INITIO; URANIUM HYDRIDE; FORCE-FIELD; GROWTH; ENERGY; METAL; MICROSCOPE; POTENTIALS; TRANSITION; SIMULATION;
D O I
10.1063/5.0183610
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
Uranium-based materials are valuable assets in the energy, medical, and military industries. However, understanding their sensitivity to hydrogen embrittlement is particularly challenging due to the toxicity of uranium and the computationally expensive nature of quantum-based methods generally required to study such processes. In this regard, we have developed a Chebyshev Interaction Model for Efficient Simulation (ChIMES) that can be employed to compute energies and forces of U and UH3 bulk structures with vacancies and hydrogen interstitials with accuracy similar to that of Density Functional Theory (DFT) while yielding linear scaling and orders of magnitude improvement in computational efficiency. We show that the bulk structural parameters, uranium and hydrogen vacancy formation energies, and diffusion barriers predicted by the ChIMES potential are in strong agreement with the reference DFT data. We then use ChIMES to conduct molecular dynamics simulations of the temperature-dependent diffusion of a hydrogen interstitial and determine the corresponding diffusion activation energy. Our model has particular significance in studies of actinides and other high-Z materials, where there is a strong need for computationally efficient methods to bridge length and time scales between experiments and quantum theory.
引用
收藏
页数:15
相关论文
共 81 条
  • [51] ChIMES: A Force Matched Potential with Explicit Three-Body Interactions for Molten Carbon
    Lindsey, Rebecca K.
    Fried, Laurence E.
    Goldman, Nir
    [J]. JOURNAL OF CHEMICAL THEORY AND COMPUTATION, 2017, 13 (12) : 6222 - 6229
  • [52] DP Compress: A Model Compression Scheme for Generating Efficient Deep Potential Models
    Lu, Denghui
    Jiang, Wanrun
    Chen, Yixiao
    Zhang, Linfeng
    Jia, Weile
    Wang, Han
    Chen, Mohan
    [J]. JOURNAL OF CHEMICAL THEORY AND COMPUTATION, 2022, 18 (09) : 5559 - 5567
  • [53] Mallett M.W., 1958, Trans. ASM, V50, P981
  • [54] Partial or complete suppression of hysteresis in hydride formation in binary alloys of Pd with other metals
    Mamatkulov, Mikhail
    Zhdanov, Vladimir P.
    [J]. JOURNAL OF ALLOYS AND COMPOUNDS, 2021, 885 (885)
  • [55] NOSE-HOOVER CHAINS - THE CANONICAL ENSEMBLE VIA CONTINUOUS DYNAMICS
    MARTYNA, GJ
    KLEIN, ML
    TUCKERMAN, M
    [J]. JOURNAL OF CHEMICAL PHYSICS, 1992, 97 (04) : 2635 - 2643
  • [56] INVESTIGATION OF VACANCY FORMATION AND PHASE-TRANSFORMATIONS IN URANIUM BY POSITRON-ANNIHILATION
    MATTER, H
    WINTER, J
    TRIFTSHAUSER, W
    [J]. JOURNAL OF NUCLEAR MATERIALS, 1980, 88 (2-3) : 273 - 278
  • [57] HIGH-PRECISION SAMPLING FOR BRILLOUIN-ZONE INTEGRATION IN METALS
    METHFESSEL, M
    PAXTON, AT
    [J]. PHYSICAL REVIEW B, 1989, 40 (06): : 3616 - 3621
  • [58] VESTA 3 for three-dimensional visualization of crystal, volumetric and morphology data
    Momma, Koichi
    Izumi, Fujio
    [J]. JOURNAL OF APPLIED CRYSTALLOGRAPHY, 2011, 44 : 1272 - 1276
  • [59] Morrell JonathanS., 2013, URANIUM PROCESSING P
  • [60] First-Principles Screening of Complex Transition Metal Hydrides for High Temperature Applications
    Nicholson, Kelly M.
    Sholl, David S.
    [J]. INORGANIC CHEMISTRY, 2014, 53 (22) : 11833 - 11848