journal article·2022-02

Solute drag assessment of grain boundary migration in Au

Ayush Suhane, Daniel Scheiber, Maxim Popov, Vsevolod I. Razumovskiy, Lorenz Romaner, Matthias Militzer

Acta Materialia· Volume 224
Publisher page

Abstract

Abstract Solute atoms segregate and impose a retarding pressure, also known as solute drag pressure, at the grain boundary (GB) leading to reduced GB migration rates. The solute drag pressure depends critically on the segregation energy and the solute diffusivity across the GB. These parameters are, however, typically used as adjustable parameters to describe experimental observations. Here, we present an approach to analyze solute drag based on density functional theory (DFT) calculations. As an example, we apply the proposed approach to available experimental data for migration rates of the 30 ∘ 111 > GB in Au with Fe and Bi impurities at the ppm level. Based on the DFT calculations, Bi is identified as a strongly segregating element while Fe segregation is weak in comparison. The effective segregation energy for Bi is found to vary from -0.59 eV to -0.72 eV in the experimentally investigated temperature range of 500-610 K. Further, the activation energy for trans-GB diffusion of Bi is calculated with DFT to fall into the range of 0.5- 0.6 eV. These DFT based values are consistent with those obtained by the conventional solute drag analysis of the experimental data using the Cahn-Lucke-Stuwe (CLS) model. The proposed approach is discussed in terms of its strengths for trend predictions as well as its quantitative uncertainties.
Source: openaire · Quality: candidate unverified · Source record ↗

Research context

OpenAlex topics: Advanced Materials Characterization Techniques · nanoparticles nucleation surface interactions · Microstructure and mechanical properties

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

References (72)

Show source-provided references
1. Effect of Nb on ferrite recrystallization and austenite decomposition in microalloyed steels10.1002/srin.200705882 ↗
2. On the effect of purity and orientation on grain boundary motion10.1016/S1359-6454(97)00277-2 ↗
3. Thermally activated grain boundary migration in rolled gold single crystals under the influence of solute atoms10.1016/0001-6160(70)90026-X ↗
4. High-angle grain boundary migration in aluminium bicrystals
5. Stress−driven migration of symmetrical <100> tilt grain boundaries in Al bicrystals10.1016/j.actamat.2009.07.036 ↗
6. Diffusion and segregation of silver in copper Σ5(310) grain boundary10.1103/PhysRevB.85.144104 ↗
7. Effect of solute and orientation on the mobility of near−coincidence tilt boundaries in high−purity aluminum10.1016/0001-6160(75)90033-4 ↗
8. The impurity−drag effect in grain boundary motion10.1016/0001-6160(62)90092-5 ↗
9. A quantitative theory of grain−boundary motion and recrystallization in metals in the presence of impurities10.1016/0001-6160(57)90109-8 ↗
10. On the theory of impurity controlled grain boundary motion10.1016/0001-6160(71)90041-1 ↗
11. Grain-boundary migration in the presence of diffusing impurities: Simulations and analytical models10.1080/01418610108217146 ↗
12. Lücke · 1972
13. A treatment of the solute drag on moving grain boundaries and phase interfaces in binary alloys10.1016/0001-6160(76)90108-5 ↗
14. Temperature dependence of grain migration in high−purity lead containing small additions of tin
15. Grain boundary mobilities during recrystallization of Al−Mn alloys as measured by in situ annealing experiments10.1016/j.msea.2005.05.010 ↗
16. The effect of nb on the recrystallization and grain growth of ultra-high-purity α-Fe: a combinatorial approach10.1007/s11661-007-9106-9 ↗
17. An atomistic study of the correlation between the migration of planar and curved grain boundaries10.1016/j.commatsci.2016.02.016 ↗
18. Curvature driven grain boundary migration in aluminum: molecular dynamics simulations10.1016/j.actamat.2004.09.004 ↗
19. On the relationship between grain−boundary migration and grain−boundary diffusion by molecular−dynamics simulation10.4028/www.scientific.net/MSF.294-296.9 ↗
20. Comparison of molecular dynamics simulation methods for the study of grain boundary migration10.1088/0965-0393/21/4/045017 ↗
21. Computing the mobility of grain boundaries10.1038/nmat1559 ↗
22. Effect of Fe segregation on the migration of a non-symmetric Σ5 tilt grain boundary in Al10.1557/JMR.2005.0024 ↗
23. Interface mobility from interface random walk10.1126/science.1131988 ↗
24. Atomistic simulation of slow grain boundary motion10.1103/PhysRevLett.106.045503 ↗
25. Direct quantification of solute effects on grain boundary motion by atomistic simulations10.1016/j.commatsci.2014.06.040 ↗
26. Direct atomistic modeling of solute drag by moving grain boundaries10.1016/j.actamat.2020.07.052 ↗
27. Impurity effects on grain boundary migration10.1088/0965-0393/10/6/201 ↗
28. A three−dimensional atomistic kinetic Monte Carlo study of dynamic solute−interface interaction10.1088/0965-0393/21/8/085010 ↗
29. Grain−boundary segregation and dynamic solute drag theory−A phase−field approach10.1016/j.actamat.2006.09.017 ↗
30. A phase field study of strain energy effects on solute−grain boundary interactions10.1016/j.actamat.2011.08.045 ↗
31. Phase field crystal model of solute drag10.1016/j.actamat.2012.06.056 ↗
32. Study of the interaction of solutes with Σ5 (013) tilt grain boundaries in iron using density-functional theory10.1063/1.4867400 ↗
33. Ab initio description of segregation and cohesion of grain boundaries in W−25 at.% Re alloys10.1016/j.actamat.2014.12.053 ↗
34. Segregation and embrittlement of gold grain boundaries10.1016/j.commatsci.2020.110110 ↗
35. Spectrum of binding energies approach to grain boundary segregation10.1007/BF02642853 ↗
36. Diffusion of tellurium at nickel grain boundaries: a first−principles study10.1039/C6RA28435C ↗
37. Energetic landscape and diffusion of he in α-Fe grain boundaries from first principles10.1103/PhysRevB.87.134107 ↗
38. First−principles calculation of self−diffusion coefficients10.1103/PhysRevLett.100.215901 ↗
39. High−throughput ab−initio dilute solute diffusion database10.1038/sdata.2016.54 ↗
40. Atomistically informed solute drag in Al−Mg10.1088/0965-0393/16/5/055006 ↗
41. Ab initio molecular dynamics for liquid metals10.1103/PhysRevB.47.558 ↗
42. Efficiency of ab−initio total energy calculations for metals and semiconductors using a plane−wave basis set10.1016/0927-0256(96)00008-0 ↗
43. Efficient iterative schemes for ab initio total−energy calculations using a plane−wave basis set10.1103/PhysRevB.54.11169 ↗
44. From ultrasoft pseudopotentials to the projector augmented−wave method10.1103/PhysRevB.59.1758 ↗
45. Restoring the density−gradient expansion for exchange in solids and surfaces10.1103/PhysRevLett.100.136406 ↗
46. Erratum: Restoring the density−gradient expansion for exchange in solids and surfaces (Phys. Rev. Lett. (2008) 100 (136406))10.1103/PhysRevLett.102.039902 ↗
47. Calculation of the lattice constant of solids with semilocal functionals10.1103/PhysRevB.79.085104 ↗
48. G. Kresse, Recommended paw potentials for vasp dft calculations(https://www.vasp.at/wiki/index.php/Available_PAW_potentials). Accessed: 2020-10-01.
49. Ab initio calculations of grain boundaries in bcc metals10.1088/0965-0393/24/3/035013 ↗
50. Ab−initio search for cohesion−enhancing solute elements at grain boundaries in molybdenum and tungsten10.1016/j.ijrmhm.2016.07.003 ↗
51. Solute segregation in Cu: DFT vs. Experiment10.1016/j.actamat.2018.01.011 ↗
52. Mehrer · 2007
53. Optimization methods for finding minimum energy paths10.1063/1.2841941 ↗
54. A climbing image nudged elastic band method for finding saddle points and minimum energy paths10.1063/1.1329672 ↗
55. Vasp TST Tools, (http://theory.cm.utexas.edu/vtsttools/index.html) Accessed: 2021-04-07.
56. Interaction of the solute niobium or molybdenum with grain boundaries in α-iron10.1016/S0921-5093(02)00678-0 ↗
57. Enthalpies in alloys: Miedema’s semi-empirical model
58. Ab initio calculations of grain boundaries in bcc metals10.1088/0965-0393/24/3/035013 ↗
59. First−principles determination of grain boundary strengthening in tungsten: Dependence on grain boundary structure and metallic radius of solute10.1016/j.actamat.2016.08.048 ↗
60. The effect of alloying elements on grain boundary and bulk cohesion in aluminum alloys: An ab initio study10.1016/j.scriptamat.2011.08.014 ↗
61. Peculiarities of interactions of alloying elements with grain boundaries and the formation of segregations in Al−Mg and Al−Zn alloys10.1134/S0031918X18070074 ↗
62. Diffusion mechanisms in Cu grain boundaries10.1103/PhysRevB.62.3658 ↗
63. Diffusion mechanisms in grain boundaries
64. Humphreys · 2004
65. In−situ study of the migration of grain boundary facets in Au bicrystals under high driving forces10.1002/pssa.2211360206 ↗
66. Grain−boundary self−diffusion in Au by Ar sputtering technique10.1063/1.1661981 ↗
67. Surface segregation and its relation to grain boundary segregation10.1080/14786437508226543 ↗
68. Modeling grain boundary segregation by prediction of all the necessary parameters10.1016/j.actamat.2019.03.037 ↗
69. Interstitial and substitutional solute segregation at individual grain boundaries of α-iron: data revisited10.1088/0953-8984/28/6/064001 ↗
70. Grain boundary diffusion and segregation of Bi in Cu: Radiotracer measurements in B and C diffusion regimes10.1016/j.actamat.2004.05.013 ↗
71. Smithells Metals Reference Book (Eighth Edition)
72. Effect of interface phase transformations on diffusion and segregation in high−angle grain boundaries10.1103/PhysRevLett.110.255502 ↗