• Citation: P. Kumar, M.M. Ludhwani, S. Das, V. Gavini, A. Kanjarla, and I. Adlakha (2023), "Effect of hydrogen on plasticity of α-Fe: A multi-scale assessment", International Journal of Plasticity, 165, 103613. DOI: 10.1016/j.ijplas.2023.103613.
    Abstract: A multi-scale study was carried out to quantify the effect of interstitial hydrogen concentration on plasticity in α-Fe. In this work, the influence of hydrogen on the screw dislocation glide behavior was examined across several length-scales. The insights obtained were integrated to provide an accurate continuum description for the effect of hydrogen on the dislocation based plasticity in polycrystalline α-Fe. At the outset of this work, a new Fe-H interatomic potential was formulated that enhanced the atomistic estimation of the variation in dislocation glide behavior in presence of hydrogen. Next, the dislocation core reconstruction observed due to the addition of hydrogen using atomistic simulations was validated with the help of large-scale DFT calculations based on the DFT-FE framework. Several atomistic simulations were carried out to comprehensively quantify the effect of hydrogen on the non-Schmid behavior exhibited during the dislocation glide in α-Fe. Finally, crystal plasticity simulations were carried out to understand the effect of hydrogen on the meso-scale deformation behavior of polycrystalline α-Fe.

    Notes: Professor Adlakha notes that this potential is able to "accurately predict the correct (non-degenerate) screw dislocation core in BCC-Fe. Furthermore, the potential correctly predicts a single-hump profile for the Peierls potential. The effect of hydrogen on the screw dislocation was found to be in good agreement with large scale DFT calculations discussed in the manuscript. The potential correctly predicts hydrogen binding at various defects and surfaces in BCC-Fe. However, the potential has not been validated for finite temperature hydrogen diffusion."

  • LAMMPS pair_style eam/fs (2023--Kumar-P--Fe-H--LAMMPS--ipr1)
    See Computed Properties
    Notes: This file was provided by Ilaksh Adlakha on 28 April 2023.
    File(s):
  • Citation: F.-S. Meng, J.-P. Du, S. Shinzato, H. Mori, P. Yu, K. Matsubara, N. Ishikawa, and S. Ogata (2021), "General-purpose neural network interatomic potential for the 𝛼-iron and hydrogen binary system: Toward atomic-scale understanding of hydrogen embrittlement", Physical Review Materials, 5(11), 113606. DOI: 10.1103/physrevmaterials.5.113606.
    Abstract: To understand the physics of hydrogen embrittlement at the atomic scale, a general-purpose neural network interatomic potential (NNIP) for the 𝛼-iron and hydrogen binary system is presented. It is trained using an extensive reference database produced by density functional theory (DFT) calculations. The NNIP can properly describe the interactions of hydrogen with various defects in 𝛼-iron, such as vacancies, surfaces, grain boundaries, and dislocations; in addition to the basic properties of 𝛼-iron itself, the NNIP also handles the defect properties in 𝛼-iron, hydrogen behavior in 𝛼-iron, and hydrogen-hydrogen interactions in 𝛼-iron and in vacuum, including the hydrogen molecule formation and dissociation at the 𝛼-iron surface. These are superb challenges for the existing empirical interatomic potentials, like the embedded-atom method based potentials, for the 𝛼-iron and hydrogen binary system. In this study, the NNIP was applied to several key phenomena necessary for understanding hydrogen embrittlement, such as hydrogen charging and discharging to 𝛼-iron, hydrogen transportation in defective 𝛼-iron, hydrogen trapping and desorption at the defects, and hydrogen-assisted cracking at the grain boundary. Unlike the existing interatomic potentials, the NNIP simulations quantitatively described the atomistic details of hydrogen behavior in the defective 𝛼-iron system with DFT accuracy.

    Notes: Fan-Shun Meng notes that "This potential was designed for the general purpose usage of the 𝛼-Fe-H binary system. Additionally, the potential also can be used for pure 𝛼-Fe. To use the potential in LAMMPS, the pair_style of hdnnp should be adopted, and the package of ML-HDNNP should be compiled(see ML-HDNNP documentation)."

  • LAMMPS pair_style hdnnp (2021--Meng-F-S--Fe-H--LAMMPS--ipr1)
    See Computed Properties
    Notes: These files were provided by Fan-Shun Meng on August 30, 2024.
    File(s): Link(s):
  • Citation: M. Wen (2021), "A new interatomic potential describing Fe-H and H-H interactions in bcc iron", Computational Materials Science, 197, 110640. DOI: 10.1016/j.commatsci.2021.110640.
    Abstract: We present a new many-body interatomic potential for H in body-centered cubic (bcc) Fe. The potential is developed based on extensive energetics and atomic configurations of an H atom and H-H interactions in Fe from density functional theory calculations. In detail, the potential is parameterized by fitting not only to a single H atom in the perfect bcc Fe lattice and to the properties of H trap binding to a vacancy and surfaces as being done by previous studies, but also to multiple H trapping to a vacancy and H-H interaction in Fe lattice. With such a fitting strategy, the developed potential outperforms existing potentials in its ability not only describing the behaviors of a single H atom in Fe, but also capturing the features of H-H interaction reliably, which is of key importance in revealing H behaviors in local H accumulation around dislocation cores, grain boundaries and crack tips.

  • LAMMPS pair_style eam/fs (2021--Wen-M--Fe-H--LAMMPS--ipr1)
    See Computed Properties
    Notes: This file was provided by Ping Yu (Shanghai Jiao Tong University) on June 24, 2021 and posted with his permission.
    File(s):
Date Created: October 5, 2010 | Last updated: November 20, 2024