journal article·2025-01

Atomistic-informed phase field modeling of magnesium twin growth by disconnections

Yang Hu, Dennis M. Kochmann, Brandon Runnels

Acta Materialia· Volume 284
Publisher page

Abstract

The nucleation and propagation of disconnections play an essential role during twin growth. Atomistic methods can reveal such small structural features on twin facets and model their motion, yet are limited by the simulation length and time scales. Alternatively, mesoscale modeling approaches (such as the phase field method) address these constraints of atomistic simulations and can maintain atomic-level accuracy when integrated with atomic-level information. In this work, a phase field model is used to simulate the disconnection-mediated twinning, informed by molecular dynamics (MD) simulations. This work considers the specific case of the growth of $\{10\bar{1}2\}$ twin in magnesium. MD simulations are first conducted to obtain the orientation-dependent interface mobility and motion threshold, and to simulate twin embryo growth and collect facet velocities, which can be used for calibrating the continuum model. The phase field disconnections model, based on the principle of minimum dissipation potential, provides the theoretical framework. This model incorporates a nonconvex grain boundary energy, elasticity and shear coupling, and simulates disconnections as a natural emergence under the elastic driving force. The phase field model is further optimized by including the anisotropic interface mobility and motion threshold suggested by MD simulations. Results agree with MD simulations of twin embryo growth in the aspects of final twin thickness, twin shape, and twin size, as well as the kinetic behavior of twin boundaries and twin tips. The simulated twin microstructure is also consistent with experimental observations, demonstrating the fidelity of the model.
Source: openaire · Quality: candidate unverified · Source record ↗

Research context

OpenAlex topics: Solidification and crystal growth phenomena · nanoparticles nucleation surface interactions · Magnesium Alloys: Properties and Applications

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (90)

Show source-provided references
1. Enhanced deformation mechanisms by anisotropic plasticity in polycrystalline Mg alloys at room temperature10.1007/s11661-005-0032-4 ↗
2. Additional modes of deformation twinning in magnesium10.1016/0001-6160(57)90074-3 ↗
3. Gradient structure induced simultaneous enhancement of strength and ductility in AZ31 Mg alloy with twin-twin interactions
4. Toughening magnesium with gradient twin meshes10.1016/j.actamat.2020.05.021 ↗
5. Development of mechanical properties in AZ31 magnesium alloy processed by cold dynamic extrusion10.1016/j.matchar.2021.111535 ↗
6. Structural characterization of {10-12} twin boundaries in cobalt10.1063/1.4817180 ↗
7. Structural characterization of {10-12} irregular-shaped twinning boundary in hexagonal close-packed metals10.1016/j.matchar.2015.05.032 ↗
8. On the {10-12} twinning growth mechanism in hexagonal close-packed metals10.1016/j.matdes.2016.02.002 ↗
9. Terrace-like morphology of the boundary created through basal-prismatic transformation in magnesium10.1016/j.scriptamat.2014.12.020 ↗
10. Characteristic boundaries associated with three-dimensional twins in hexagonal metals10.1126/sciadv.aaz2600 ↗
11. Room temperature deformation-induced solute segregation and its impact on twin boundary mobility in a Mg-Y alloy10.1016/j.scriptamat.2021.114375 ↗
12. Atomistic study of nucleation and migration of the basal/prismatic interfaces in Mg single crystals10.1016/j.actamat.2017.03.035 ↗
13. Interfacial structure of {10-12} twin tip in deformed magnesium alloy10.1016/j.scriptamat.2014.07.012 ↗
14. The role of disconnections in phase transformations10.1016/j.pmatsci.2009.04.001 ↗
15. On the importance of prismatic/basal interfaces in the growth of twins in hexagonal close packed crystals10.1016/j.scriptamat.2013.02.023 ↗
16. Disconnection-mediated twin embryo growth in Mg10.1016/j.actamat.2020.04.010 ↗
17. Dislocation-induced y segregation at basal-prismatic interfaces in Mg10.1016/j.commatsci.2020.110241 ↗
18. First-principles study of energy and atomic solubility of twinning-associated boundaries in hexagonal metals10.1016/j.actamat.2014.11.015 ↗
19. Twin–twin interactions in magnesium10.1016/j.actamat.2014.05.030 ↗
20. Co-zone (1012) twin interaction in magnesium single crystal10.1080/21663831.2013.867291 ↗
21. Grain neighbour effects on twin transmission in hexagonal close-packed materials10.1038/ncomms13826 ↗
22. Periodic segregation of solute atoms in fully coherent twin boundaries10.1126/science.1229369 ↗
23. Shuffling-controlled versus strain-controlled deformation twinning: The case for HCP Mg twin nucleation10.1016/j.ijplas.2016.01.019 ↗
24. Embracing the chaos: Alloying adds stochasticity to twin embryo growth10.1103/PhysRevLett.125.205503 ↗
25. A crystal plasticity FE model for deformation with twin nucleation in magnesium alloys10.1016/j.ijplas.2014.10.005 ↗
26. An efficient temperature-dependent crystal plasticity framework for pure magnesium with emphasis on the competition between slip and twinning10.1016/j.ijplas.2022.103448 ↗
27. Modeling microstructure evolution in magnesium: Comparison of detailed and reduced-order kinematic models10.1016/j.mechmat.2017.02.007 ↗
28. An integrated crystal plasticity-phase field model for spatially resolved twin nucleation, propagation, and growth in hexagonal materials10.1016/j.ijplas.2018.03.009 ↗
29. A phase-field model of twinning and detwinning coupled with dislocation-based crystal plasticity for HCP metals10.1016/j.commatsci.2014.08.034 ↗
30. A phase field model of deformation twinning: Nonlinear theory and numerical simulations10.1016/j.physd.2010.12.012 ↗
31. A dynamic phase-field model for structural transformations and twinning: Regularized interfaces with transparent prescription of complex kinetics and nucleation. Part I: Formulation and one-dimensional characterization
32. Phase-field approach to evolution and interaction of twins in single crystal magnesium10.1007/s00466-022-02209-3 ↗
33. Structure and kinetics of three-dimensional defects on the {10−12} twin boundary in magnesium: Atomistic and phase-field simulations10.1016/j.mechmat.2020.103314 ↗
34. The effects of stress, temperature and facet structure on growth of {10−12} twins in Mg: A molecular dynamics and phase field study10.1016/j.actamat.2020.116603 ↗
35. Atomic-scale observation of dynamic grain boundary structural transformation during shear-mediated migration10.1126/sciadv.abn3785 ↗
36. In situ atomistic observation of disconnection-mediated grain boundary migration
37. Characterization of grain boundary disconnections in SrTiO3 part I: the dislocation component of grain boundary disconnections
38. Interaction of ytterbium pyrosilicate environmental-barrier-coating ceramics with molten calcia-magnesia-aluminosilicate glass: Part II, interfaces
39. Equation of motion for a grain boundary10.1103/PhysRevLett.119.246101 ↗
40. A continuum thermodynamic framework for grain boundary motion10.1016/j.jmps.2019.103827 ↗
41. Disconnection-mediated migration of interfaces in microstructures: Ii. diffuse interface simulations10.1016/j.actamat.2021.117463 ↗
42. Phase field disconnections: A continuum method for disconnection-mediated grain boundary motion10.1016/j.scriptamat.2020.04.042 ↗
43. Multiphase field modeling of grain boundary migration mediated by emergent disconnections10.1016/j.actamat.2021.117149 ↗
44. A phase-field model for ferroelectrics with general kinetics, Part I: Model formulation10.1016/j.jmps.2023.105301 ↗
45. Fast parallel algorithms for short-range molecular dynamics10.1006/jcph.1995.1039 ↗
46. Atomistic modeling of pure Mg and Mg–Al systems10.1016/j.calphad.2009.07.004 ↗
47. Interaction between hydrogen and solute atoms in {10-12} twin boundary and its impact on boundary cohesion in magnesium10.1016/j.actamat.2021.117009 ↗
48. Atomic structures of symmetric tilt grain boundaries in hexagonal close packed (hcp) crystals10.1088/0965-0393/20/2/024002 ↗
49. Interface structures and twinning mechanisms of twins in hexagonal metals10.1080/21663831.2017.1336496 ↗
50. Dislocation-induced y segregation at basal-prismatic interfaces in Mg10.1016/j.commatsci.2020.110241 ↗
51. EAM potential for magnesium from quantum mechanical forces10.1088/0965-0393/4/3/004 ↗
52. Modified embedded-atom method interatomic potentials for Mg–X (X=Y, Sn, Ca) binary systems10.1016/j.calphad.2014.10.001 ↗
53. Commentary: The materials project: A materials genome approach to accelerating materials innovation10.1063/1.4812323 ↗
54. First-principles calculations to investigate the third-order elastic constants and mechanical properties of Mg, Be, Ti, Zn, Zr, and Cd10.1155/2021/8726250 ↗
55. Elastic constants of magnesium from 4.2° k to 300° k10.1103/PhysRev.107.972 ↗
56. Atomistic insight into three-dimensional twin embryo growth in Mg alloys10.1007/s10853-023-08263-3 ↗
57. Micropillar and macropillar compression responses of magnesium single crystals oriented for single slip or extension twinning10.1016/j.actamat.2013.10.073 ↗
58. Visualization and analysis of atomistic simulation data with OVITO–the open visualization tool10.1088/0965-0393/18/1/015012 ↗
59. Robust structural identification via polyhedral template matching10.1088/0965-0393/24/5/055007 ↗
60. On the driving traction acting on a surface of strain discontinuity in a continuum10.1016/0022-5096(90)90003-M ↗
61. Theory of shear banding in metallic glasses and molecular dynamics calculations10.2320/matertrans.MJ200769 ↗
62. Dynamics of viscoplastic deformation in amorphous solids10.1103/PhysRevE.57.7192 ↗
63. Grain boundaries are Brownian ratchets10.1126/science.adp1516 ↗
64. Three-dimensional character of the deformation twin in magnesium10.1038/s41467-019-10573-7 ↗
65. The roles of grain boundary dislocations and disclinations in the nucleation of {10-12} twinning10.1016/j.actamat.2013.09.012 ↗
66. Nonconvex energy minimization and dislocation structures in ductile single crystals10.1016/S0022-5096(97)00096-3 ↗
67. Relaxed potentials and evolution equations for inelastic microstructures
68. Non-convex potentials and microstructures in finite-strain plasticity10.1098/rspa.2001.0864 ↗
69. Thermodynamics of rate-independent processes in viscous solids at small strains10.1137/080729992 ↗
70. Rate-independent processes in viscous solids at small strains10.1002/mma.1069 ↗
71. Grain boundary network plasticity: Reduced-order modeling of deformation-driven shear-coupled microstructure evolution10.1016/j.jmps.2024.105541 ↗
72. Quantitative analysis of grain boundary properties in a generalized phase field model for grain growth in anisotropic systems10.1103/PhysRevB.78.024113 ↗
73. Quantitative phase-field approach for simulating grain growth in anisotropic systems with arbitrary inclination and misorientation dependence10.1103/PhysRevLett.101.025502 ↗
74. Interfaces in crystalline materials clarendon
75. A new approach for phase field modeling of grain boundaries with strongly nonconvex energy10.1088/1361-651X/ab47a0 ↗
76. Rockafellar · 1997
77. Misorientation dependence of intrinsic grain boundary mobility: simulation and experiment10.1016/S1359-6454(99)00240-2 ↗
78. On the orientation dependence of grain boundary energy and mobility
79. Impact of grain boundary character on grain boundary kinetics
80. Sharp interface tracking using the phase-field equation10.1016/j.jcp.2006.05.025 ↗
81. Block-structured adaptive mesh refinement - theory, implementation and application10.1051/proc/201134002 ↗
82. AMReX: a framework for block-structured adaptive mesh refinement10.21105/joss.01370 ↗
83. Massively parallel finite difference elasticity using block-structured adaptive mesh refinement with a geometric multigrid solver10.1016/j.jcp.2020.110065 ↗
84. Robust, strong form mechanics on an adaptive structured grid: efficiently solving variable-geometry near-singular problems with diffuse interfaces10.1007/s00466-023-02325-8 ↗
85. B. Runnels, Alamo: Massively parallel implicit/explicit solid mechanics.
86. Almgren · 2024
87. Self-similar diffuse boundary method for phase boundary driven flow10.1063/5.0107739 ↗
88. Theory of the influence of misfit dislocations on interfacial mobility and hall effect10.1103/PhysRevB.1.2613 ↗
89. Mobility limitations due to dislocations and interface roughness in AlGaN/AlN/GaN heterostructure10.1155/2015/903098 ↗
90. Dislocation-mediated migration of the α/β interfaces in titanium10.1016/j.actamat.2023.119364 ↗