journal article·2019-12

Spectrum of grain boundary segregation energies in a polycrystal

Malik Wagih, Christopher A. Schuh

Acta Materialia· Volume 181
Publisher page

Abstract

Abstract Solute segregation at grain boundaries (GBs) is emerging as an alloy design tool, uses of which include the stabilization of nanocrystalline alloys. To predict the equilibrium segregation state in a given alloy, most thermodynamic models treat the full network of GBs as a single “entity”, and thus use an “effective” segregation energy to describe it. This simplification ignores the spectral nature of available GB segregation energies in a polycrystal, which we elucidate here computationally for a Mg solute in an Al polycrystal; the distribution is found to be captured accurately with a skew-normal function. A thermodynamic segregation isotherm that incorporates this spectrum is outlined and employed to study the effect of such a spectrum on predictions of the equilibrium GB segregation state. The ramifications for experimentally-extracted GB segregation energies are shown to be potentially significant, and nanocrystalline stability criteria are extended to account for this spectral nature of GB segregation.
Source: openaire · Quality: candidate unverified · Source record ↗

Research context

OpenAlex topics: Microstructure and mechanical properties · Aluminum Alloy Microstructure Properties · Microstructure and Mechanical Properties of Steels

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

References (72)

Show source-provided references
1. Subnanoscale studies of segregation at grain boundaries: simulations and experiments10.1146/annurev.matsci.32.011602.095455 ↗
2. Thermodynamics and structural aspects of grain boundary segregation10.1080/10408439508243544 ↗
3. Interfacial segregation and grain boundary embrittlement: an overview and critical assessment of experimental data and calculated results10.1016/j.pmatsci.2016.11.001 ↗
4. Nanocrystalline materials at equilibrium: a thermodynamic review10.1007/s11837-015-1636-9 ↗
5. Sutton · 1995
6. A quantitative theory of grain-boundary motion and recrystallization in metals in the presence of impurities10.1016/0001-6160(57)90109-8 ↗
7. The impurity-drag effect in grain boundary motion10.1016/0001-6160(62)90092-5 ↗
8. Modelling the influence of grain-size-dependent solute drag on the kinetics of grain growth in nanocrystalline materials10.1016/S1359-6454(99)00079-8 ↗
9. Inhibition of grain growth by second-phase particles10.1016/0001-6160(88)90053-3 ↗
10. An in-situ tem study of the thermal stability of nanocrystalline NIP10.1016/0956-716X(91)90144-P ↗
11. Alloy effects in nanostructures10.1016/0965-9773(93)90088-S ↗
12. Design of stable nanocrystalline alloys10.1126/science.1224737 ↗
13. Stabilized nanocrystalline iron-based alloys: guiding efforts in alloy selection10.1016/j.msea.2011.02.080 ↗
14. Thermal stability of electrodeposited nanocrystalline Co-1.1at.%p10.1016/j.actamat.2005.06.006 ↗
15. Microstructural evolution during the heat treatment of nanocrystalline alloys10.1557/JMR.2007.0403 ↗
16. Grain boundary segregation, chemical ordering and stability of nanocrystalline alloys: atomistic computer simulations in the Ni–W system10.1016/j.actamat.2007.03.024 ↗
17. Stability criteria for nanocrystalline alloys10.1016/j.actamat.2017.03.029 ↗
18. Stabilization of nanocrystalline grain sizes by solute additions10.1007/s10853-008-2870-0 ↗
19. Reducing grain boundary, dislocation line and vacancy formation energies by solute segregation. II. Experimental evidence and consequences10.1016/j.actamat.2007.05.033 ↗
20. Reducing grain boundary, dislocation line and vacancy formation energies by solute segregation. I. Theoretical background10.1016/j.actamat.2007.05.047 ↗
21. Thermodynamic stabilization of nanocrystallinity
22. “Bulk” nanocrystalline metals: review of the current state of the art and future opportunities for copper and copper alloys10.1007/s11837-014-0978-z ↗
23. McLean · 1957
24. Fowler · 1939
25. Equilibrium segregation in a ternary solution: a model for temper embrittlement10.1016/0039-6028(75)90125-9 ↗
26. Anisotropy of segregation at grain boundaries and surfaces10.1007/BF02586096 ↗
27. Chemistry of solid–solid interfaces—a review of its characterization, theory, and relevance to materials science10.1116/1.570464 ↗
28. Sources of variability in grain boundary segregation10.1016/0001-6160(83)90102-5 ↗
29. Lejcek · 2010
30. Sulfur segregation to grain boundaries in Ni3Al and Ni3(AI,Ti) alloys10.1007/BF02647165 ↗
31. Segregation and diffusion of hydrogen in grain boundaries of palladium10.1016/0036-9748(87)90423-6 ↗
32. Hydrogen solubility and diffusivity in defective and amorphous metals10.1016/0079-6425(88)90010-2 ↗
33. Influence of a variety of grain boundary structures in grain boundary segregation10.2355/isijinternational.30.1000 ↗
34. The structure of grain boundaries described as a packing of polyhedra10.1016/0001-6160(78)90075-5 ↗
35. The spectrum of binding energies approach to grain boundary segregation10.1007/BF02642853 ↗
36. Solute segregation at [001]tilt boundaries in dilute f.c.c. alloys10.1016/S1359-6454(97)00297-8 ↗
37. Calculation of the anisotropy of equilibrium surface composition in metallic solid solutions using the embedded atom method10.1016/0039-6028(88)90337-8 ↗
38. A machine learning approach to model solute grain boundary segregation10.1038/s41524-018-0122-7 ↗
39. The distribution of grain boundary planes in polycrystals10.1007/s11837-007-0114-4 ↗
40. Grain boundary phase transformations in PTAU and relevance to thermal stabilization of bulk nanocrystalline metals10.1007/s10853-017-1706-1 ↗
41. New nanoscale toughening mechanisms mitigate embrittlement in binary nanocrystalline alloys10.1039/C8NR06419A ↗
42. Stabilizing nanocrystalline materials with dopants10.1016/j.actamat.2006.11.028 ↗
43. Molecular dynamics simulations of grain size stabilization in nanocrystalline materials by addition of dopants10.1016/j.actamat.2005.07.024 ↗
44. Scalable parallel Monte Carlo algorithm for atomistic simulations of precipitation in alloys10.1103/PhysRevB.85.184203 ↗
45. Grain boundary specific segregation in nanocrystalline Fe(Cr)10.1038/srep34642 ↗
46. Grain boundary segregation, chemical ordering and stability of nanocrystalline alloys: atomistic computer simulations in the Ni–W system10.1016/j.actamat.2007.03.024 ↗
47. On the distribution of impurity atoms in the stress field of a dislocation10.1016/0001-6160(58)90166-4 ↗
48. The effect of temperature on Cottrell atmospheres10.1088/0370-1301/69/4/305 ↗
49. Use of Fermi–Dirac statistics for defects in solids10.1103/PhysRevB.24.7383 ↗
50. Influence of solute segregation on grain-boundary energy and self-diffusion10.1007/BF02642856 ↗
51. Nano-scale grain growth inhibited by reducing grain boundary energy through solute segregation10.1016/j.jcrysgro.2003.12.021 ↗
52. Dowben · 1990
53. Segregation to surfaces: dilute alloys of the transition metals10.1080/10408437808243444 ↗
54. Effect of applied stress on vacancy segregation near the grain boundary in nickel10.1063/1.2975939 ↗
55. Fast parallel algorithms for short-range molecular dynamics10.1006/jcph.1995.1039 ↗
56. Development of interatomic potentials appropriate for simulation of solid–liquid interface properties in Al–Mg alloys10.1080/14786430903260727 ↗
57. Ab initio modelling of solute segregation energies to a general grain boundary10.1016/j.actamat.2017.04.024 ↗
58. Atomsk: a tool for manipulating and converting atomic data files10.1016/j.cpc.2015.07.012 ↗
59. Grain-resolved kinetics and rotation during grain growth of nanocrystalline aluminium by molecular dynamics10.1016/j.commatsci.2016.11.027 ↗
60. Tracking microstructure of crystalline materials: a post-processing algorithm for atomistic simulations10.1007/s11837-013-0831-9 ↗
61. Robust structural identification via polyhedral template matching10.1088/0965-0393/24/5/055007 ↗
62. Visualization and analysis of atomistic simulation data with OVITO – the open visualization tool10.1088/0965-0393/18/1/015012 ↗
63. Structure identification methods for atomistic simulations of crystalline materials10.1088/0965-0393/20/4/045021 ↗
64. Texture analysis with MTEX free and open source software toolbox10.4028/www.scientific.net/SSP.160.63 ↗
65. Improved representations of misorientation information for grain boundary science and engineering10.1016/j.pmatsci.2012.04.002 ↗
66. Applied thermodynamics: grain boundary segregation10.3390/e16031462 ↗
67. A machine learning approach to model solute grain boundary segregation10.1038/s41524-018-0122-7 ↗
68. Bias and variance of angular correlation functions10.1086/172900 ↗
69. Thermodynamics of stable nanocrystalline alloys: a Monte Carlo analysis10.1103/PhysRevB.89.064102 ↗
70. Solute distribution in nanocrystalline Ni–W alloys examined through atom probe tomography10.1080/14786430600726749 ↗
71. The open quantum materials database (OQMD): assessing the accuracy of DFT formation energies10.1038/npjcompumats.2015.10 ↗
72. Materials design and discovery with high-throughput density functional theory: the open quantum materials database (OQMD)10.1007/s11837-013-0755-4 ↗