Topological event rates and the evolution of the grain face distribution in grain growth
Source abstract
Abstract
Abstract A theory is formulated that relates the rates of the three topological events to the evolution of the face distribution function. Implementation of the theory requires introduction of the concept of participation probabilities which reflect the face distribution of those grains that are incident upon the events. The prediction of the evolving face distribution is tested with a 3-D Monte Carlo simulation of the grain growth process that permits evaluation of the topological event rates by face class and the participation probabilities. The theory also develops a relation between the average number of faces per grain and the topological rates as well as the asymptotic distribution function; these results are also tested using the simulation. The transient period prior to normal grain growth is explained in terms of the evolution of the event rates that control the creation of small grains and evolve the face distribution to its final shape.
Source: openaire · Quality: candidate unverified · Source record ↗
Research context
OpenAlex topics: Theoretical and Computational Physics · Stochastic processes and statistical mechanics · Material Dynamics and Properties
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (52)
Show source-provided references
1. Mechanism of steady-state grain growth in aluminum10.1007/BF02644109 ↗
2. Roe Patterson · 1978
3. Grain shapes and other metallurgical applications of topology10.1007/s13632-015-0241-1 ↗
4. A three dimensional model for normal grain growth, in: microstructural science
5. Relations between metric and topological change in three dimensional grain growth
6. Schlegel description of grain form evolution in grain growth10.1016/j.actamat.2013.03.013 ↗
7. Plimpton S, Thompson A, Slepoy A, SPPARKS kinetic Monte Carlo simulator (2011). https://spparks.sandia.gov/index.html, https://spparks.sandia.gov/pdf/sand09.pdf
8. Topological characterization of microstructures from 3D digitized voxel data10.1016/j.commatsci.2011.11.012 ↗
9. Grain size distribution in recrystallized alpha-titanium10.2320/matertrans1960.13.198 ↗
10. Effect of cold work on recrystallization behavior and grain size distribution in titanium10.1007/BF02814821 ↗
11. Effect of the degree of prior cold work on the grain volume distribution and the rate of grain growth of recrystallized aluminum10.1007/BF02643395 ↗
12. Microstructure and normal grain growth in metals and ceramics. part I.
13. Characterization of three-dimensional grain structure in polycrystalline iron by serial sectioning10.1007/s11661-004-0141-5 ↗
14. Shedding some light on the early grain growth regime: about the effect of the initial microstructure on normal grain growth10.1016/j.commatsci.2015.11.022 ↗
15. Investigation of the existence of a “Hillert regime” in normal grain growth10.1016/j.scriptamat.2017.08.036 ↗
16. A more accurate three-dimensional grain growth algorithm10.1016/j.actamat.2011.07.052 ↗
17. Three-dimensional visualization and quantitative characterization of grains in polycrystalline iron10.1016/j.matchar.2014.02.009 ↗
18. Analysis on topological grain forms via large-scale serial sectioning experiment and Monte Carlo simulation10.1016/j.matlet.2016.03.095 ↗
19. Three-dimensional analysis of grain topology and interface curvature in a β-titanium alloy10.1016/j.actamat.2010.06.030 ↗
20. Topological changes in coarsening networks10.1016/j.actamat.2017.03.040 ↗
21. Topological transitions: a topological random walk or pure geometric necessity?10.1016/j.commatsci.2019.04.047 ↗
22. Topological characteristics of two-dimensional grain growth-simulation and analysis10.1007/s11661-009-0139-0 ↗
23. Two-dimensional grain growth in rapidly solidified succinonitrile films10.1007/BF02670601 ↗
24. Two-dimensional normal grain growth: topological aspects10.1080/00018739400101559 ↗
25. Statistical Crystallography structure of random cellular networks. philosophical magazine b: physics of condensed matter
26. The stereology of the intergranular surface of a metal
27. Complete topology of cells, grains, and bubbles in three-dimensional microstructures10.1103/PhysRevLett.109.095505 ↗
28. Affinities for topological arrangements in grain structures10.1016/j.actamat.2013.10.020 ↗
29. The topology of a polycrystal in three dimensions
30. Measurement of average grain volume and certain topological parameters by serial section analysis10.1007/BF02817891 ↗
31. Serial section estimation of number in unit volume
32. On the relation between grain size and grain topology10.1007/BF02662401 ↗
33. Plane section and spatial characteristics of equiaxed β-brass grains10.1179/mst.1988.4.9.778 ↗
34. A study of grain shape in an aluminum alloy and other applications of stereoscopic microradiography10.1007/BF03398139 ↗
35. The five-parameter grain boundary curvature distribution in an austenitic and ferritic steel10.1016/j.actamat.2016.10.030 ↗
36. A framework for automated analysis and simulation of 3D polycrystalline microstructures. Part I: statistical characterization10.1016/j.actamat.2007.11.041 ↗
37. Quantitative characterization of the three-dimensional microstructure of polycrystalline Al-Sn using x-ray microtomography10.1007/s11661-004-0144-2 ↗
38. Grain growth in four dimensions: a comparison between simulation and experiment10.1016/j.actamat.2014.06.028 ↗
39. 4D study of grain growth in armco iron using laboratory x-ray diffraction contrast tomography
40. Three-dimensional observations of grain volume changes during annealing of polycrystalline Ni10.1016/j.actamat.2019.01.022 ↗
41. Topological transformation of grains in three-dimensional normal grain growth10.1557/JMR.2001.0291 ↗
42. Computer simulation of normal grain growth in three dimensions10.1080/13642818908220181 ↗
43. Three-dimensional normal grain growth: Monte Carlo Potts model simulation and analytical mean field theory10.1016/j.scriptamat.2005.12.042 ↗
44. The computer simulation of microstructural evolution10.1007/s11837-001-0063-2 ↗
45. Computer simulation of 3-D grain growth using a phase-field model10.1016/S1359-6454(02)00084-8 ↗
46. The surface evolver10.1080/10586458.1992.10504253 ↗
47. Three-dimensional microstructural evolution in ideal grain growth—general statistics10.1016/S1359-6454(99)00405-X ↗
48. Lazar · Phys. Rev. Lett. · 2020 · 12510.1103/PhysRevLett.125.015501 ↗
49. Use of stereology to derive a new kinetic equation for mean curvature driven grain growth10.1016/j.actamat.2015.08.011 ↗
50. Distribution of faces per grain during grain growth
51. B.R. Patterson, S. Grandhi, R.T. DeHoff, unpublished research, University of Alabama at Birmingham, 1994.
52. Loeb · 1976