Please wait a minute...
Acta Metall Sin  2026, Vol. 62 Issue (5): 705-720    DOI: 10.11900/0412.1961.2025.00317
Overview Current Issue | Archive | Adv Search |
Topological Properties and Characteristics of Grain Boundary Structure in Metallic Materials
ZHU Siying(), YI Min, GUO Wanlin()
State Key Lab of Mechanics and Control for Aerospace Structures, Nanjing University of Aeronautics and Astronautics, Nanjing 210016, China
Cite this article: 

ZHU Siying, YI Min, GUO Wanlin. Topological Properties and Characteristics of Grain Boundary Structure in Metallic Materials. Acta Metall Sin, 2026, 62(5): 705-720.

Download:  HTML  PDF(5290KB) 
Export:  BibTeX | EndNote (RIS)      
Abstract  

The topological properties of metallic grain boundaries are crucial in determining their mechanical, electrical, and chemical behaviors, making them a major focus of grain boundary engineering. This study systematically reviews recent advancements in understanding the topological characteristics of metallic grain boundary structures at various scales, including atomic-scale topological configurations and mesoscale grain boundary network topology. It begins by summarizing current research on the topology of grain boundary atomic structures, including the coincidence site lattice model, displacement shift complete lattice theory, topological characterisation of grain boundary dislocation networks, and analysis of topological defects. It then introduces characterisation methods for mesoscale grain boundary networks, emphasising a research framework based on discrete cell complexes and systematically examining the topological properties of these networks. Finally, potential applications of grain boundary topology research in materials design are discussed.

Key words:  metallic material      grain boundary      topology      microstructure     
Received:  10 October 2025     
ZTFLH:  TG146  
Fund: National Natural Science Foundation of China(T2293691);Fundamental Research Funds for the Central Universities(NJ2024001);Natural Science Foundation of Jiangsu Province(BK20243065);Natural Science Foundation of Jiangsu Province(BK20243044);Natural Science Foundation of Jiangsu Province(BK20251410);Research Fund of State Key Laboratory of Mechanics and Control for Aerospace Structures(MCAS-L-0525K01)

URL: 

https://www.ams.org.cn/EN/10.11900/0412.1961.2025.00317     OR     https://www.ams.org.cn/EN/Y2026/V62/I5/705

Fig.1  Historical models for grain boundary structure[3]
(a) amorphous cement model, uncrystallized atoms (black dots) fill the interstices between misoriented grains formed by rigid crystal units (rectangles)
(b) ordered boundary model, when rotated 36° around the [100] axis, one in every five atoms (black dots) at the interface is in a coincident position
(c) boundary transition region proposed, this model assumed that atoms (black circles) in the vicinity of the boundary would adopt relaxed positions
Fig.2  Grain boundary (GB) phase diagrams and their applications for materials design[19] (T—temperature, TM—melting temperature, X—solid solubility of Ga in Al, XMax—maximal solid solubility of Ga in Al, MC—Monte Carlo method, MD—molecular dynamics. P and N—positive and negative transport channels, respectively)
Fig.3  Schematics (a, b) and high-resolution TEM (HRTEM) images (c-i) of GB plastic deformation initiated by excess volume through transient topological transition (TTT) (Scale bar: 2 nm)[66]
(a) uniform lattice straining in response to external load in crystalline solid
(b) plastic deformation initiated preferentially at the GB through excess-volume-assisted TTT (The red and blue circles denote atoms with excess volume above and below that of the perfect lattice (black circles), respectively. G1 and G2—grain 1 and grain 2)
(c-e) in situ HRTEM images showing TTT at general high-angle grain boundaries in Au with increasing compressive loading (Insets in Figs.3d and e are lattice strain images)
(c) atomic structure of a 24° [11¯0] asymmetrical tilt GB in Au (Two alternate types of facets are delineated by the white and yellow dashed lines)
(d) TTT of the originally faceted GB into an orthogonal configuration (yellow area) under compressive loading (σ) (TTT mainly occurs at the upper edge of GB)
(e) continuous expansion of the TTT region along the GB with limited thickening into G2
(f-i) TTT at a curved GB in polycrystalline Au
(f, g) atomic structures of the flat and curved segments of the initial 32° [11¯0] tilt GB
(h, i) TTT at the flat and curved GB segments under [112]G1-compression (indicated by the black arrow)
Fig.4  Σ25 at 16° (a1), Σ13 at 22° (a2), Σ17 at 28° (a3), and Σ5 at 36° (a4) coincident site lattice configurations (reciprocal of coincidence site lattice (CSL) density Σ ≤ 25) obtained by rotations of the blue cubic lattice about a common [001] axis normal to the plane of the paper[3] (Black lines indicate the CSL repeat units); schematics of Σ3 (b1) and Σ9 (b2) boundaries, strain-driven evolution of a Σ3 boundary (b3), and Σ3 n interaction (b4)[104]
Fig.5  Schematics and high-angle annular dark-field scanning transmission electron microscopy (HAADF-STEM) images of atomic configuration at tilt GBs in pure Ti[2]
(a) three-dimensional (3D) atomic configuration and HAADF-STEM image of Fe “cages” at the Σ13 [0001] tilt GB (The GB plane is perpendicular to the figure, with basal planes of the adjoining crystals marked as A and B. Fe atoms (red spheres) periodically segregate between successive basal planes, forming icosahedral cage-like units along the [0001] tilt axis. These “cages” are surrounded by Ti (grey and blue spheres) pentagonal rings lying in the basal planes. The rotated Ti pentagons (blue and yellow dotted lines) reproduce the projected 10-atom ring along [0001])
(b1, b2) HAADF-STEM images showing atomic structure of symmetric Σ13 [0001] {7¯520} tilt GBs in pure Ti
(b1) the initial GB without detectable level of segregation (The periodic arrangement of structural units designated as A, B, and C)
(b2) periodic Fe segregation to a GB resulting in the formation of novel structures at the GB core resembling “cages” (The cage centre (red area) is rich in Fe, the shell of the cage (blue area) is rich in Ti, this result is also verified by atomic scale spectroscopy)
Fig.6  Topological grain boundary dislocation network transformations in {213¯0}[0001] orientation[114]
(a) adding Ti atoms (light blue) to the left half of the ground-state structure and performing high-temperature molecular dynamics simulations trigger a dislocation-pairing transformation in a quasi-2D geometry. The top panels clearly show how the green dislocation lines pair up to form purple ones. The gray atoms are hcp coordinated, while red and dark blue atoms highlight different dislocation core structures
(b) analogously, adding Ti atoms (dark red) to the left half of the metastable structure triggers a dislocation-unpairing transition locally
(c) topological transition of the grain boundary dislocation network upon defect absorption. The view of the grain boundary plane shows a paired-dislocation grain boundary island (nucleus in purple) inside the parent ground state (green dislocation lines)
Fig.7  EBSD grain boundary maps (a-c), inverse pole figures overlapped with grain boundary maps (d-f), and corresponding misorientation angle distributions (g-i) of the hot-rolled titanium alloy sheet with different positions[139] (RD—rolling direction, ND—normal direction)
(a, d, g) center (b, e, h) 2/5 of the 1/2 sheet thickness (c, f, i) 4/5 of the 1/2 sheet thickness
Fig.8  Mapping relationship between 3D grain boundary network and discrete cell complex structure (a)[1], evolution ranges under different SPDs (SPD—severe plastic deformation, HAGBs—high angle grain boundaries, ARB—accumulative roll bonding, HPT—high-pressure torsion, ECAP—equal-channel angular pressing) (b)[1], schematics of 3D grain boundary network evolution during CDRX (LAGB—low angle grain boundary) (c)[153], and Betti number distributions through finite element method (FEM) sample (d)[153]
[1] Zhu S Y, Borodin E, Jivkov A P. Topological characteristics of grain boundary networks during severe plastic deformations of copper alloys [J]. Acta Mater., 2023, 259: 119290
doi: 10.1016/j.actamat.2023.119290
[2] Devulapalli V, Chen E Z, Brink T, et al. Topological grain boundary segregation transitions [J]. Science, 2024, 386: 420
doi: 10.1126/science.adq4147 pmid: 39446949
[3] Rohrer G S. Grain boundary energy anisotropy: A review [J]. J. Mater. Sci., 2011, 46: 5881
doi: 10.1007/s10853-011-5677-3
[4] Gleiter H. On the structure of grain boundaries in metals [J]. Mater. Sci. Eng., 1982, 52: 91
doi: 10.1016/0025-5416(82)90040-4
[5] Priester L. Grain Boundaries: From Theory to Engineering [M]. New York: Springer, 2012: 1
[6] Randle V. The Measurement of Grain Boundary Geometry [M]. Boca Raton: CRC Press, 2017: 1
[7] Han J, Thomas S L, Srolovitz D J. Grain-boundary kinetics: A unified approach [J]. Prog. Mater. Sci., 2018, 98: 386
doi: 10.1016/j.pmatsci.2018.05.004
[8] Schuh C A, Lu K. Stability of nanocrystalline metals: The role of grain-boundary chemistry and structure [J]. MRS Bull., 2021, 46: 225
doi: 10.1557/s43577-021-00055-x
[9] Palumbo G, Aust K T. Structure-dependence of intergranular corrosion in high purity nickel [J]. Acta Metall. Mater., 1990, 38: 2343
doi: 10.1016/0956-7151(90)90101-L
[10] Liu G H, Wang W G, Rohrer G S, et al. {111}/{111} near singular boundaries in a dynamically recrystallized Al-Zn-Mg-Cu alloy compressed at elevated temperature [J]. Acta Metall. Sin., 2024, 60: 1165
刘光辉, 王卫国, Rohrer G S 等. 高温压缩变形Al-Zn-Mg-Cu合金动态再结晶后的{111}/{111}近奇异晶界 [J]. 金属学报, 2024, 60: 1165
doi: 10.11900/0412.1961.2023.00170
[11] Wang G J, Vitek V. Relationships between grain boundary structure and energy [J]. Acta Metall., 1986, 34: 951
doi: 10.1016/0001-6160(86)90068-4
[12] Bulatov V V, Reed B W, Kumar M. Grain boundary energy function for fcc metals [J]. Acta Mater., 2014, 65: 161
doi: 10.1016/j.actamat.2013.10.057
[13] Ratanaphan S, Olmsted D L, Bulatov V V, et al. Grain boundary energies in body-centered cubic metals [J]. Acta Mater., 2015, 88: 346
doi: 10.1016/j.actamat.2015.01.069
[14] Chen K T, Srolovitz D J, Han J. Grain-boundary topological phase transitions [J]. Proc. Natl. Acad. Sci. USA, 2020, 117: 33077
doi: 10.1073/pnas.2017390117 pmid: 33318180
[15] Wang J W, Chen Y B, Zhu Q, et al. Grain boundary dominated plasticity in metallic materials [J]. Acta Metall. Sin., 2022, 58: 726
doi: 10.11900/0412.1961.2021.00594
王江伟, 陈映彬, 祝 祺 等. 金属材料的晶界塑性变形机制 [J]. 金属学报, 2022, 58: 726
doi: 10.11900/0412.1961.2021.00594
[16] Reed B W, Kumar M, Minich R W, et al. Fracture roughness scaling and its correlation with grain boundary network structure [J]. Acta Mater., 2008, 56: 3278
doi: 10.1016/j.actamat.2008.03.019
[17] Gao Y, Liu X, Wang Y Q, et al. The role of special grain boundaries in enhancing creep performance in the welded joint of a novel Fe-Ni-based superalloy through aging treatment [J]. Mater. Charact., 2025, 224: 115010
doi: 10.1016/j.matchar.2025.115010
[18] Zheng X Y, Chen X, He M L, et al. Multi-scale simulation of mechanical properties of 6XXX aluminum alloy based on crystal plasticity [J]. Acta Metall. Sin., 2025, 61: 1758
doi: 10.11900/0412.1961.2024.00083
郑潇禹, 陈 辛, 何美玲 等. 基于晶体塑性的6XXX铝合金力学性能多尺度计算 [J]. 金属学报, 2025, 61: 1758
doi: 10.11900/0412.1961.2024.00083
[19] Hu C Z, Li Y W, Yu Z Y, et al. Computing grain boundary diagrams of thermodynamic and mechanical properties [J]. npj Comput. Mater., 2021, 7: 159
doi: 10.1038/s41524-021-00625-2
[20] Marquardt K, Rohrer G S, Morales L, et al. The most frequent interfaces in olivine aggregates: The GBCD and its importance for grain boundary related processes [J]. Contrib. Mineral. Petrol., 2015, 170: 40
doi: 10.1007/s00410-015-1193-9
[21] Chookajorn T, Murdoch H A, Schuh C A. Design of stable nanocrystalline alloys [J]. Science, 2012, 337: 951
doi: 10.1126/science.1224737 pmid: 22923577
[22] Garner A, Euesden R, Yao Y C, et al. Multiscale analysis of grain boundary microstructure in high strength 7xxx Al alloys [J]. Acta Mater., 2021, 202: 190
doi: 10.1016/j.actamat.2020.10.021
[23] Wilde G, Divinski S. Grain boundaries and diffusion phenomena in severely deformed materials [J]. Mater. Trans., 2019, 60: 1302
doi: 10.2320/matertrans.MF201934
[24] Leitner K, Lutz D, Knabl W, et al. Grain boundary segregation engineering in as-sintered molybdenum for improved ductility [J]. Scr. Mater., 2018, 156: 60
doi: 10.1016/j.scriptamat.2018.07.008
[25] Zhu Y L, Cao Y, Tian W, et al. New insights into ductility improvement of a nickel-based superalloy through grain boundary engineering [J]. Mater. Sci. Eng., 2024, A908: 146786
[26] Tikhonova M, Kaibyshev R, Belyakov A. Microstructure and mechanical properties of austenitic stainless steels after dynamic and post-dynamic recrystallization treatment [J]. Adv. Eng. Mater., 2018, 20: 1700960
doi: 10.1002/adem.v20.7
[27] Zhuo Z, Xia S, Bai Q, et al. The effect of grain boundary character distribution on the mechanical properties at different strain rates of a 316L stainless steel [J]. J. Mater. Sci., 2018, 53: 2844
doi: 10.1007/s10853-017-1695-0
[28] Naydenkin E V, Ratochka I V, Mishin I P, et al. The effect of interfaces on mechanical and superplastic properties of titanium alloys [J]. J. Mater. Sci., 2017, 52: 4164
doi: 10.1007/s10853-016-0508-1
[29] Li L L, Zhang P, Zhang Z J, et al. Strain localization and fatigue cracking behaviors of Cu bicrystal with an inclined twin boundary [J]. Acta Mater., 2014, 73: 167
doi: 10.1016/j.actamat.2014.04.004
[30] Jin Y J, Lu H, Yu C, et al. Study on grain boundary character and strain distribution of intergranular cracking in the CGHAZ of T23 steel [J]. Mater. Charact., 2013, 84: 216
doi: 10.1016/j.matchar.2013.08.004
[31] Das A. Grain boundary engineering: fatigue fracture [J]. Philos. Mag., 2017, 97: 867
doi: 10.1080/14786435.2017.1285072
[32] Lu K. Stabilizing nanostructures in metals using grain and twin boundary architectures [J]. Nat. Rev. Mater., 2016, 1: 16019
doi: 10.1038/natrevmats.2016.19
[33] Van Swygenhoven H. Grain boundaries and dislocations [J]. Science, 2002, 296: 66
pmid: 11935012
[34] Hirth J P. The influence of grain boundaries on mechanical properties [J]. Metall. Trans., 1972, 3: 3047
[35] Palumbo G, Lehockey E M, Lin P. Applications for grain boundary engineered materials [J]. JOM, 1998, 50(2): 40
[36] Randle V, Ralph B. Grain boundary structure and mechanical properties [J]. Rev. Phys. Appl., 1988, 23: 501
[37] Kheradmand N, Barnoush A, Vehoff H. Investigation of the role of grain boundary on the mechanical properties of metals [J]. J. Phys.: Conf. Ser., 2010, 240: 012017
[38] Randle V, Owen G. Mechanisms of grain boundary engineering [J]. Acta Mater., 2006, 54: 1777
doi: 10.1016/j.actamat.2005.11.046
[39] Randle V. ‘Special’ boundaries and grain boundary plane engineering [J]. Scr. Mater., 2006, 54: 1011
doi: 10.1016/j.scriptamat.2005.11.050
[40] Randle V. Grain boundary engineering: An overview after 25 years [J]. Mater. Sci. Technol., 2010, 26: 253
doi: 10.1179/026708309X12601952777747
[41] Watanabe T. Grain boundary engineering: Historical perspective and future prospects [J]. J. Mater. Sci., 2011, 46: 4095
doi: 10.1007/s10853-011-5393-z
[42] Raabe D, Herbig M, Sandlöbes S, et al. Grain boundary segregation engineering in metallic alloys: A pathway to the design of interfaces [J]. Curr. Opin. Solid State Mater. Sci., 2014, 18: 253
doi: 10.1016/j.cossms.2014.06.002
[43] Xu X M, Zhong Y J, Wajrak M, et al. Grain boundary engineering: An emerging pathway toward efficient electrocatalysis [J]. InfoMat, 2024, 6: e12608
doi: 10.1002/inf2.12608
[44] Tiamiyu A A, Pang E L, Chen X, et al. Nanotwinning-assisted dynamic recrystallization at high strains and strain rates [J]. Nat. Mater., 2022, 21: 786
doi: 10.1038/s41563-022-01250-0 pmid: 35590039
[45] Figueiredo R B, Langdon T G. Fabricating ultrafine-grained materials through the application of severe plastic deformation: A review of developments in brazil [J]. J. Mater. Res. Technol., 2012, 1: 55
doi: 10.1016/S2238-7854(12)70010-8
[46] Panzarino J F, Pan Z L, Rupert T J. Plasticity-induced restructuring of a nanocrystalline grain boundary network [J]. Acta Mater., 2016, 120: 1
doi: 10.1016/j.actamat.2016.08.040
[47] Fu H L, Zhou X, Gao Z P, et al. Effect of grain geometry on the stability of polycrystalline Pt at the nanoscale [J]. Phys. Rev. Lett., 2025, 134: 056101
[48] Zhang L, Lu C, Tieu K. A review on atomistic simulation of grain boundary behaviors in face-centered cubic metals [J]. Comput. Mater. Sci., 2016, 118: 180
doi: 10.1016/j.commatsci.2016.03.021
[49] Pan X L, Zhou L C, Wang C X, et al. Microstructure and residual stress modulation of 7075 aluminum alloy for improving fatigue performance by laser shock peening [J]. Int. J. Mach. Tools Manuf., 2023, 184: 103979
doi: 10.1016/j.ijmachtools.2022.103979
[50] Abdeljawad F, Foiles S M, Moore A P, et al. The role of the interface stiffness tensor on grain boundary dynamics [J]. Acta Mater., 2018, 158: 440
doi: 10.1016/j.actamat.2018.06.025
[51] Randle V. The Role of the Coincidence Site Lattice in Grain Boundary Engineering [M]. London: CRC Press, 2024: 1
[52] Lee D S, Ryoo H S, Hwang S K. A grain boundary engineering approach to promote special boundaries in Pb-base alloy [J]. Mater. Sci. Eng., 2003, A354: 106
[53] Warren P, Raju N, Prasad A, et al. Grain and grain boundary segmentation using machine learning with real and generated datasets [J]. Comput. Mater. Sci., 2024, 233: 112739
doi: 10.1016/j.commatsci.2023.112739
[54] Zhu Q, Samanta A, Li B X, et al. Predicting phase behavior of grain boundaries with evolutionary search and machine learning [J]. Nat. Commun., 2018, 9: 467
doi: 10.1038/s41467-018-02937-2 pmid: 29391453
[55] Huber L, Hadian R, Grabowski B, et al. A machine learning approach to model solute grain boundary segregation [J]. npj Comput. Mater., 2018, 4: 64
doi: 10.1038/s41524-018-0122-7
[56] Zhang J N, Koneru A, Sankaranarayanan S K R S, et al. Graph neural network guided evolutionary search of grain boundaries in 2D materials [J]. ACS Appl. Mater. Interfaces, 2023, 15: 20520
doi: 10.1021/acsami.3c01161
[57] van Beers P R M, Kouznetsova V G, Geers M G D, et al. A multiscale model of grain boundary structure and energy: From atomistics to a continuum description [J]. Acta Mater., 2015, 82: 513
doi: 10.1016/j.actamat.2014.08.045
[58] Song X Y, Deng C. Atomic energy in grain boundaries studied by machine learning [J]. Phys. Rev. Mater., 2022, 6: 043601
[59] Patala S. Topological analysis of the grain boundary space [D]. Cambridge: Massachusetts Institute of Technology, 2011
[60] Wakai F, Shinoda Y, Ishihara S, et al. Topological transformation of grains in three-dimensional normal grain growth [J]. J. Mater. Res., 2001, 16: 2136
doi: 10.1557/JMR.2001.0291
[61] Gao N N, Zhao Y, Xia W Q, et al. Phase-field crystal studies on grain boundary migration, dislocation behaviors, and topological transition under tension of square polycrystals [J]. Crystals, 2023, 13: 777
doi: 10.3390/cryst13050777
[62] Narang P, Garcia C A C, Felser C. The topology of electronic band structures [J]. Nat. Mater., 2021, 20: 293
doi: 10.1038/s41563-020-00820-4 pmid: 33139890
[63] Gupta S, Saxena A. A topological twist on materials science [J]. MRS Bull., 2014, 39: 265
doi: 10.1557/mrs.2014.28
[64] Hirth J P, Balluffi R W. On grain boundary dislocations and ledges [J]. Acta Metall., 1973, 21: 929
doi: 10.1016/0001-6160(73)90150-8
[65] Gleiter H. Nanostructured materials: Basic concepts and microstructure [J]. Acta Mater., 2000, 48: 1
doi: 10.1016/S1359-6454(99)00285-2
[66] Zhu Q, Zhao Q K, Huang Q S, et al. Grain boundary plasticity initiated by excess volume [J]. Proc. Natl. Acad. Sci. USA, 2024, 121: e2400161121
doi: 10.1073/pnas.2400161121
[67] Ma K K, Wen H M, Hu T, et al. Mechanical behavior and strengthening mechanisms in ultrafine grain precipitation-strengthened aluminum alloy [J]. Acta Mater., 2014, 62: 141
doi: 10.1016/j.actamat.2013.09.042
[68] Hellman O C, Vandenbroucke J A, Rüsing J, et al. Analysis of three-dimensional atom-probe data by the proximity histogram [J]. Microsc. Microanal., 2000, 6: 437
pmid: 11003678
[69] Wagih M, Larsen P M, Schuh C A. Learning grain boundary segregation energy spectra in polycrystals [J]. Nat. Commun., 2020, 11: 6376
doi: 10.1038/s41467-020-20083-6 pmid: 33311515
[70] Wei C Z, Thomas S L, Han J, et al. A continuum multi-disconnection-mode model for grain boundary migration [J]. J. Mech. Phys. Solids, 2019, 133: 103731
doi: 10.1016/j.jmps.2019.103731
[71] Wang L H, Zhang Y, Zeng Z, et al. Tracking the sliding of grain boundaries at the atomic scale [J]. Science, 2022, 375: 1261
doi: 10.1126/science.abm2612 pmid: 35298254
[72] Lu K. Gradient nanostructured materials [J]. Acta Metall. Sin., 2015, 51: 1
doi: 10.11900/0412.1961.2014.00395
卢 柯. 梯度纳米结构材料 [J]. 金属学报, 2015, 51: 1
[73] Fu H L, Zhou X, Gao Z P, et al. Pt Schwarz crystals stabilized by minimal-surface grain boundaries and twins at the grain size limit [J]. Acta Mater., 2024, 276: 120007
doi: 10.1016/j.actamat.2024.120007
[74] Lu L, Shen Y F, Chen X H, et al. Ultrahigh strength and high electrical conductivity in copper [J]. Science, 2004, 304: 422
pmid: 15031435
[75] Zhu Q, Huang Q S, Guang C, et al. Metallic nanocrystals with low angle grain boundary for controllable plastic reversibility [J]. Nat. Commun., 2020, 11: 3100
doi: 10.1038/s41467-020-16869-3 pmid: 32555195
[76] Cantwell P R, Tang M, Dillon S J, et al. Grain boundary complexions [J]. Acta Mater., 2014, 62: 1
doi: 10.1016/j.actamat.2013.07.037
[77] Cantwell P R, Frolov T, Rupert T J, et al. Grain boundary complexion transitions [J]. Annu. Rev. Mater. Res., 2020, 50: 465
doi: 10.1146/annurev-matsci-081619-114055
[78] Zhang Z B, Yang Z B, Lu S, et al. Strain localisation and failure at twin-boundary complexions in nickel-based superalloys [J]. Nat. Commun., 2020, 11: 4890
doi: 10.1038/s41467-020-18641-z pmid: 32994396
[79] Krause A R, Cantwell P R, Marvel C J, et al. Review of grain boundary complexion engineering: Know your boundaries [J]. J. Am. Ceram. Soc., 2019, 102: 778
doi: 10.1111/jace.16045
[80] Grimmer H, Bollmann W, Warrington D H. Coincidence-site lattices and complete pattern-shift in cubic crystals [J]. Acta Cryst., 1974, 30A: 197
[81] Bollmann W. Crystal Defects and Crystalline Interfaces [M]. Berlin: Springer, 2012: 1
[82] Pond R C, Bollmann W. The symmetry and interfacial structure of bicrystals [J]. Philos. Trans. Roy. Soc., 1979, 292A: 449
[83] Warrington D H, Bollmann W. Dislocation networks in high-angle grain boundaries [J]. Philos. Mag., 1972, 25: 1195
doi: 10.1080/14786437208226861
[84] Bollmann W. On the geometry of grain and phase boundaries: I. General theory [J]. Philos. Mag., 1967, 16: 363
[85] Randle V, Rohrer G S, Miller H M, et al. Five-parameter grain boundary distribution of commercially grain boundary engineered nickel and copper [J]. Acta Mater., 2008, 56: 2363
doi: 10.1016/j.actamat.2008.01.039
[86] Ratanaphan S, Yoon Y, Rohrer G S. The five parameter grain boundary character distribution of polycrystalline silicon [J]. J. Mater. Sci., 2014, 49: 4938
doi: 10.1007/s10853-014-8195-2
[87] An D, Griffiths T A, Konijnenberg P, et al. Correlating the five parameter grain boundary character distribution and the intergranular corrosion behaviour of a stainless steel using 3D orientation microscopy based on mechanical polishing serial sectioning [J]. Acta Mater., 2018, 156: 297
doi: 10.1016/j.actamat.2018.06.044
[88] Brandon D G. The structure of high-angle grain boundaries [J]. Acta Metall., 1966, 14: 1479
doi: 10.1016/0001-6160(66)90168-4
[89] Bollmann W. The basic concepts of the 0-lattice theory [J]. Surf. Sci., 1972, 31: 1
doi: 10.1016/0039-6028(72)90250-6
[90] Bollmann W. O‐lattice calculation of an F.C.C.-B.C.C. interface [J]. Phys. Status Solidi, 1974, 21A: 543
[91] Li M, Xu T. Topological and atomic scale characterization of grain boundary networks in polycrystalline and nanocrystalline materials [J]. Prog. Mater. Sci., 2011, 56: 864
doi: 10.1016/j.pmatsci.2011.01.011
[92] Jin Z H, Li X Y, Lu K. Formation of stable schwarz crystals in polycrystalline copper at the grain size limit [J]. Phys. Rev. Lett., 2021, 127: 136101
doi: 10.1103/PhysRevLett.127.136101
[93] Xu W, Zhang B, Li X Y, et al. Suppressing atomic diffusion with the Schwarz crystal structure in supersaturated Al-Mg alloys [J]. Science, 2021, 373: 683
doi: 10.1126/science.abh0700 pmid: 34353952
[94] Gu J L, Duan F H, Liu S D, et al. Phase engineering of nanostructural metallic materials: Classification, structures, and applications [J]. Chem. Rev., 2024, 124: 1247
doi: 10.1021/acs.chemrev.3c00514
[95] Meiners T, Frolov T, Rudd R E, et al. Observations of grain-boundary phase transformations in an elemental metal [J]. Nature, 2020, 579: 375
doi: 10.1038/s41586-020-2082-6
[96] Zhu S Y, Jivkov A P, Borodin E, et al. Triple junction disclinations in severely deformed Cu-0.4%Mg alloys [J]. Acta Mater., 2024, 264: 119600
doi: 10.1016/j.actamat.2023.119600
[97] Bollmann W. Triple lines in polycrystalline aggregates as disclinations [J]. Philos. Mag., 1984, 49A: 73
[98] Bollmann W. Triple-line disclinations representations, continuity and reactions [J]. Philos. Mag., 1988, 57A: 637
[99] Liu Y, Leung S, Li F F, et al. Bulk-disclination correspondence in topological crystalline insulators [J]. Nature, 2021, 589: 381
doi: 10.1038/s41586-020-03125-3
[100] Wu M S, Zhou K, Nazarov A A. Crack nucleation at disclinated triple junctions [J]. Phys. Rev., 2007, 76B: 134105
[101] Barnett A K, Hussein O, Alghalayini M, et al. Triple junction segregation dominates the stability of nanocrystalline alloys [J]. Nano Lett., 2024, 24: 9627
doi: 10.1021/acs.nanolett.4c02395
[102] Wei C Z, Zhang C L, Han J, et al. Grain boundary triple junction dynamics: A continuum disconnection model [J]. SIAM J. Appl. Math., 2020, 80: 1101
doi: 10.1137/19M1277722
[103] Annevelink E, Ertekin E, Johnson H T. Grain boundary structure and migration in graphene via the displacement shift complete lattice [J]. Acta Mater., 2019, 166: 67
doi: 10.1016/j.actamat.2018.12.030
[104] Song X Q, Tang L Y, Wang Y X, et al. Plastic strain-induced evolution of CSL boundaries at elevated temperature for Ni-base superalloy: Experimental and phase-field perspective [J]. J. Mater. Res. Technol., 2020, 9: 2535
doi: 10.1016/j.jmrt.2019.12.084
[105] Zhou S Y, Hu M H, Li C, et al. Creep behavior of a Ni-based superalloy with strengthening of γ' and γ'' phases [J]. Acta Metall. Sin., 2025, 61: 226
周生玉, 胡明昊, 李 冲 等. 一种γ'/γ''相强化镍基高温合金的蠕变行为 [J]. 金属学报, 2025, 61: 226
doi: 10.11900/0412.1961.2022.00571
[106] Zhang Y, He C Y, Yu Q, et al. Nacre-like surface nanolaminates enhance fatigue resistance of pure titanium [J]. Nat. Commun., 2024, 15: 6917
doi: 10.1038/s41467-024-51423-5 pmid: 39134556
[107] Zhou X Y, Ahmadian A, Gault B, et al. Atomic motifs govern the decoration of grain boundaries by interstitial solutes [J]. Nat. Commun., 2023, 14: 3535
doi: 10.1038/s41467-023-39302-x pmid: 37316498
[108] Schuh C A, Kumar M, King W E. Analysis of grain boundary networks and their evolution during grain boundary engineering [J]. Acta Mater., 2003, 51: 687
doi: 10.1016/S1359-6454(02)00447-0
[109] Kumar M, King W E, Schwartz A J. Modifications to the microstructural topology in f.c.c. materials through thermomechanical processing [J]. Acta Mater., 2000, 48: 2081
doi: 10.1016/S1359-6454(00)00045-8
[110] Farabi E, Tari V, Hodgson P D, et al. On the grain boundary network characteristics in a martensitic Ti-6Al-4V alloy [J]. J. Mater. Sci., 2020, 55: 15299
doi: 10.1007/s10853-020-05075-7
[111] Chen Y B, Han J, Deng H L, et al. Revealing grain boundary kinetics in three-dimensional space [J]. Acta Mater., 2024, 268: 119717
doi: 10.1016/j.actamat.2024.119717
[112] Priedeman J L, Rosenbrock C W, Johnson O K, et al. Quantifying and connecting atomic and crystallographic grain boundary structure using local environment representation and dimensionality reduction techniques [J]. Acta Mater., 2018, 161: 431
doi: 10.1016/j.actamat.2018.09.011
[113] Palumbo G, Thorpe S J, Aust K T. On the contribution of triple junctions to the structure and properties of nanocrystalline materials [J]. Scr. Metall. Mater., 1990, 24: 1347
doi: 10.1016/0956-716X(90)90354-J
[114] Chen E Z, Heo T W, Wood B C, et al. Grand canonically optimized grain boundary phases in hexagonal close-packed titanium [J]. Nat. Commun., 2024, 15: 7049
doi: 10.1038/s41467-024-51330-9 pmid: 39147757
[115] Yazyev O V, Louie S G. Topological defects in graphene: Dislocations and grain boundaries [J]. Phys. Rev., 2010, 81B: 195420
[116] Korbuly B, Plapp M, Henry H, et al. Topological defects in two-dimensional orientation-field models for grain growth [J]. Phys. Rev., 2017, 96E: 052802
[117] Barr C M, Leff A C, Demott R W, et al. Unraveling the origin of twin related domains and grain boundary evolution during grain boundary engineering [J]. Acta Mater., 2018, 144: 281
doi: 10.1016/j.actamat.2017.10.007
[118] Kinderlehrer D, Liu C. Evolution of grain boundaries [J]. Math. Models Methods Appl. Sci., 2001, 11: 713
doi: 10.1142/S0218202501001069
[119] Niño J D, Johnson O K. Influence of grain boundary energy anisotropy on the evolution of grain boundary network structure during 3D anisotropic grain growth [J]. Comput. Mater. Sci, 2023, 217: 111879
doi: 10.1016/j.commatsci.2022.111879
[120] Luo M, Liao X Z, Ringer S P, et al. Grain boundary network evolution in electron-beam powder bed fusion nickel-based superalloy Inconel 738 [J]. J. Alloys Compd., 2024, 972: 172811
doi: 10.1016/j.jallcom.2023.172811
[121] Yang X Y, Wang P, Huang M. Grain boundary evolution during low-strain grain boundary engineering achieved by strain-induced boundary migration in pure copper [J]. Mater. Sci. Eng., 2022, A833: 142532
[122] Volovitch P, Traskine V, Barrallier L. Analysis of grain boundary network topology using grain boundary wetting [J]. Z. Metallkd., 2004, 95: 215
doi: 10.3139/146.017935
[123] Minich R W, Schuh C A, Kumar M. Role of topological constraints on the statistical properties of grain boundary networks [J]. Phys. Rev., 2002, 66B: 052101
[124] Rohrer G S, Miller H M. Topological characteristics of plane sections of polycrystals [J]. Acta Mater., 2010, 58: 3805
doi: 10.1016/j.actamat.2010.03.028
[125] Liu T G, Xia S, Zhou B X, et al. Three-dimensional geometrical and topological characteristics of grains in conventional and grain boundary engineered 316L stainless steel [J]. Micron, 2018, 109: 58
doi: S0968-4328(18)30058-1 pmid: 29665457
[126] Li X Y, Jin Z H, Zhou X, et al. Constrained minimal-interface structures in polycrystalline copper with extremely fine grains [J]. Science, 2020, 370: 831
doi: 10.1126/science.abe1267 pmid: 33184210
[127] Rollett A D, Lee S B, Campman R, et al. Three-dimensional characterization of microstructure by electron back-scatter diffraction [J]. Annu. Rev. Mater. Res., 2007, 37: 627
doi: 10.1146/matsci.2007.37.issue-1
[128] Christopher W A, Oliver K J. A decision transformer approach to grain boundary network optimization [J]. Comput. Mater. Sci., 2025, 253: 113852
doi: 10.1016/j.commatsci.2025.113852
[129] Irukuvarghula S, Hassanin H, Cayron C, et al. Evolution of grain boundary network topology in 316L austenitic stainless steel during powder hot isostatic pressing [J]. Acta Mater., 2017, 133: 269
doi: 10.1016/j.actamat.2017.04.068
[130] Patala S, Mason J K, Schuh C A. Improved representations of misorientation information for grain boundary science and engineering [J]. Prog. Mater. Sci., 2012, 57: 1383
doi: 10.1016/j.pmatsci.2012.04.002
[131] Johnson O K, Lund J M, Critchfield T R. Spectral graph theory for characterization and homogenization of grain boundary networks [J]. Acta Mater., 2018, 146: 42
doi: 10.1016/j.actamat.2017.11.054
[132] Valiev R Z, Langdon T G. Principles of equal-channel angular pressing as a processing tool for grain refinement [J]. Prog. Mater. Sci., 2006, 51: 881
doi: 10.1016/j.pmatsci.2006.02.003
[133] Winning M, Gottstein G, Shvindlerman L S. On the mechanisms of grain boundary migration [J]. Acta Mater., 2002, 50: 353
doi: 10.1016/S1359-6454(01)00343-3
[134] Voyiadjis G Z. Grain boundary migration in metals: Thermodynamics, kinetics, applications [J]. J. Eng. Mech., 2000, 126: 888
[135] Jia H R, Duan S Y, Zhang Z, et al. Homogenization-based topology optimization for self-supporting additive-manufactured lattice-infilled structure [J]. Mater. Des., 2024, 245: 113264
doi: 10.1016/j.matdes.2024.113264
[136] Rohrer G S. Measuring and interpreting the structure of grain-boundary networks [J]. J. Am. Ceram. Soc., 2011, 94: 633
doi: 10.1111/jace.2011.94.issue-3
[137] Barr C M, Thomas S, Hart J L, et al. Tracking the evolution of intergranular corrosion through twin-related domains in grain boundary networks [J]. npj Mater. Degrad., 2018, 2: 14
doi: 10.1038/s41529-018-0032-7
[138] Liu T G, Xia S, Li H, et al. The highly twinned grain boundary network formation during grain boundary engineering [J]. Mater. Lett., 2014, 133: 97
doi: 10.1016/j.matlet.2014.06.166
[139] Zhu X J, Fan Q B, Liu X, et al. Microstructure evolution and mechanical properties of a hot-rolled Ti alloy [J]. Prog. Nat. Sci.: Mater. Int., 2021, 31: 105
doi: 10.1016/j.pnsc.2020.11.007
[140] Johnson O K, Schuh C A. The triple junction hull: Tools for grain boundary network design [J]. J. Mech. Phys. Solids, 2014, 69: 2
doi: 10.1016/j.jmps.2014.04.005
[141] Frary M, Schuh C A. Connectivity and percolation behaviour of grain boundary networks in three dimensions [J]. Philos. Mag., 2005, 85: 1123
doi: 10.1080/14786430412331323564
[142] Liang C G, Yin Y, Wang W X, et al. A thermodynamically consistent non-isothermal phase-field model for selective laser sintering [J]. Int. J. Mech. Sci., 2023, 259: 108602
doi: 10.1016/j.ijmecsci.2023.108602
[143] Zhang B B, Tang Y G, Mei Q S, et al. Inhibiting creep in nanograined alloys with stable grain boundary networks [J]. Science, 2022, 378: 659
doi: 10.1126/science.abq7739 pmid: 36356141
[144] Bhattacharya A, Shen Y F, Hefferan C M, et al. Grain boundary velocity and curvature are not correlated in Ni polycrystals [J]. Science, 2021, 374: 189
doi: 10.1126/science.abj3210 pmid: 34618565
[145] Lin B, Jin Y, Hefferan C M, et al. Observation of annealing twin nucleation at triple lines in nickel during grain growth [J]. Acta Mater., 2015, 99: 63
doi: 10.1016/j.actamat.2015.07.041
[146] Liu T G, Xia S, Zhou B X, et al. Three-dimensional characteristics of the grain boundary networks of conventional and grain boundary engineered 316L stainless steel [J]. Mater. Charact., 2017, 133: 60
doi: 10.1016/j.matchar.2017.09.026
[147] Wanner T, Fuller E R, Saylor D M. Homology metrics for microstructure response fields in polycrystals [J]. Acta Mater., 2010, 58: 102
doi: 10.1016/j.actamat.2009.08.061
[148] Kobayashi S, Tsurekawa S, Watanabe T. A new approach to grain boundary engineering for nanocrystalline materials [J]. Beilstein J. Nanotechnol., 2016, 7: 1829
doi: 10.3762/bjnano.7.176
[149] Yang D, Bai Q, Hu Y, et al. Fractal analysis of the effect of grain boundary character on Te-induced brittle cracking in GH3535 alloy [J]. Acta Metall. Sin., 2023, 59: 248
doi: 10.11900/0412.1961.2021.00584
杨 杜, 白 琴, 胡 悦 等. GH3535合金中晶界特征对碲致脆性开裂影响的分形分析 [J]. 金属学报, 2023, 59: 248
[150] Zhu S Y. In silico grain boundary engineering by analysis on discrete complexes [D]. Manchester: The University of Manchester, 2023
[151] Hatcher A. Algebraic Topology [M]. Beijing: Tsinghua University, 2005: 1
[152] Salnikov V, Cassese D, Lambiotte R. Simplicial complexes and complex systems [J]. Eur. J. Phys., 2018, 40: 014001
[153] Zhu S Y, Gao W J, Yi M, et al. Integrated discrete cell complexes and finite element analysis for microstructure topology evolution during severe plastic deformation [J]. Comput. Mater. Contin., 2025, 85: 657
[1] KANG Guozheng, ZHANG Xu, HU Binghui, SHUANG Siyao, YU Junshi, XIONG Yukai, SONG Shijie. Advances in Machine Learning-Based Multiscale Plasticity Mechanics of Metallic Materials[J]. 金属学报, 2026, 62(5): 803-821.
[2] WU Xinqiang, TAN Jibo, ZHANG Ziyu, XUE Baoquan, KE Wei. Research Advance on Corrosion Fatigue Behavior of Metallic Materials in High-Temperature Pressurized Water, Liquid Pb-Bi, and Marine Environments[J]. 金属学报, 2026, 62(5): 822-834.
[3] XIE Hongji, LI Jiarong, LUO Yushi, ZHENG Sujie, LUO Kailun. Effect of Solidification Conditions on Microstructure Evolution in DD6 Single-Crystal Superalloy[J]. 金属学报, 2026, 62(4): 550-560.
[4] CHANG Songtao, ZHANG Fang, SHA Yuhui, ZUO Liang. Spatial Distribution and Evolution Mechanism of Texture in Non-Oriented Silicon Steel Influenced by the Grain Boundary Segregation Element Sb[J]. 金属学报, 2026, 62(4): 627-635.
[5] WANG Jianfeng, XU Zhenmu, LIU Zhan, GAO Zhuanni, ZHAN Xiaohong. Effect of Ultrasonic Vibration on the Microstructure and Strengthening Mechanism of Narrow Gap Laser Welding of TC4 Titanium Alloy[J]. 金属学报, 2026, 62(3): 406-420.
[6] CUI Tianliang, XIE Xingfei, WEN Xiaocan, LYU Shaomin, QU Jinglong, DU Jinhui. Tensile Behavior and Fracture Mechanism of Hard-to-Deform GH4151 Superalloy[J]. 金属学报, 2026, 62(3): 445-457.
[7] WEI Zhen, LI Xin, JIANG He, WANG Chuan, DONG Jianxin. Microstructure Models Adaptability and Its Application in Ring Rolling Process of GH4169 Superalloy[J]. 金属学报, 2026, 62(3): 497-508.
[8] SHEN Wenlong, LIAO Yuxuan, WU Xuezhi, JIANG Yanbo, LIU Wenbo. Phase-Field Simulation of Grain Boundary Groove Formation[J]. 金属学报, 2026, 62(3): 523-531.
[9] ZHANG Zhefeng, HOU Jiapeng, LIU Rui, LI Xiaotao, ZHANG Zhenjun, ZHANG Peng. Quantitative Relationships Between the Strength-Plasticity and Strength-Electrical Conductivity of Metallic Materials[J]. 金属学报, 2026, 62(2): 253-262.
[10] JIANG Yihui, ZHANG Xingde, SHI Hao, CAO Fei, MA Wenjun, WANG Yanfang, LIANG Shuhua. Research Progress in the Design and Preparation of Advanced Conductive Copper Matrix Composites[J]. 金属学报, 2026, 62(2): 289-308.
[11] ZHAO Xiao, XU Chao, JIANG He, YAO Zhihao, DONG Jianxin. Effect and Characterization of O Accumulation Degree on Fatigue Properties and Grain Boundary Damage in GH4738 Ni-Based Superalloy[J]. 金属学报, 2026, 62(2): 328-338.
[12] ZHAO Xia, WANG Min, HAO Xianchao, ZHANG Long, GAO Ming, MA Yingche, LIU Kui. Effect of Grain Boundary Carbide and Dynamic Recrystalli-zation on the High-Temperature Plasticity of Columnar-Grain Solidified Microstructure in 690 Alloy[J]. 金属学报, 2026, 62(2): 339-350.
[13] LU Shanping, SUN Jian. Research Progress on Microstructural Design and Strengthening-Toughening Mechanisms of Weld Metal in High-Strength Steels[J]. 金属学报, 2026, 62(1): 1-16.
[14] MA Chengyong, HOU Xuru, ZHAO Lin, KAN Chengling, CAO Yang, PENG Yun, TIAN Zhiling. Research Progress on High-Strength Al-Mg-Sc Alloys Fabricated by Wire Arc Additive Manufacturing: Metallurgical Defects, Microstructure, and Performance[J]. 金属学报, 2026, 62(1): 29-46.
[15] YIN Jialin, SHI Lei, WU Chuansong. Effect of Ultrasonic Vibration on Microstructure Evolution at the Mg/Al Dissimilar Alloy Friction Stir Welded Lap Joint Interface[J]. 金属学报, 2026, 62(1): 133-147.
No Suggested Reading articles found!