Volume 40 Issue 8
Aug 2026
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GUAN Youhao, ZHANG Hao, PEI Xiaoyang. Statistical Characteristics of Spallation Based on Stochastic Numerical Simulation[J]. Chinese Journal of High Pressure Physics, 2026, 40(8): 080106. doi: 10.11858/gywlxb.20251290
Citation: GUAN Youhao, ZHANG Hao, PEI Xiaoyang. Statistical Characteristics of Spallation Based on Stochastic Numerical Simulation[J]. Chinese Journal of High Pressure Physics, 2026, 40(8): 080106. doi: 10.11858/gywlxb.20251290

Statistical Characteristics of Spallation Based on Stochastic Numerical Simulation

doi: 10.11858/gywlxb.20251290
  • Received Date: 29 Dec 2025
  • Rev Recd Date: 26 Feb 2026
  • Available Online: 06 Mar 2026
  • Issue Publish Date: 05 Aug 2026
  • This work integrates stochastic theory with a phase-field model for spallation in ductile metals. By assigning four distinct random distributions to the initial yield strength to characterize the random distribution of material defects and employing an explicit dynamic solver, the entire process of spall damage—from gradual evolution to instability and coalescence—was successfully simulated. The simulation results were validated through plate impact experiments and triangular wave loading experiments. These validations revealed the relationship between the heterogeneity of material yield strength and both the spall strength and the number/area of damaged zones. The results indicate a negative correlation between the standard deviation of the initial yield strength and the spall strength, which holds for both single and multiple spall scenarios in ductile metals. For single spallation, regardless of the initial distribution of yield strength, the resulting spall strength follows a normal distribution. For multiple spallation, the number of initially nucleated damaged zones increases linearly with the standard deviation, while the size of these zones follows a Weibull distribution. Under the same initial random distribution, the number of damaged zones evolves over time, showing a trend of initial slow growth, subsequent acceleration until saturation, and a final decline after saturation. This trend corresponds to the typical process of damage evolution involving nucleation and coalescence during spallation.

     

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  • [1]
    ANTOUN T, CURRAN D R, RAZORENOV S V, et al. Spall fracture [M]. New York: Springer, 2003.
    [2]
    CURRAN D R, SEAMAN L, SHOCKEY D A. Dynamic failure of solids [J]. Physics Reports, 1987, 147(5/6): 253–388. doi: 10.1016/0370-1573(87)90049-4
    [3]
    NOELL P J, SILLS R B, BENZERGA A A, et al. Void nucleation during ductile rupture of metals: a review [J]. Progress in Materials Science, 2023, 135: 101085. doi: 10.1016/j.pmatsci.2023.101085
    [4]
    DONGARE A M, RAJENDRAN A M, LAMATTINA B, et al. Atomic scale studies of spall behavior in nanocrystalline Cu [J]. Journal of Applied Physics, 2010, 108(11): 113518. doi: 10.1063/1.3517827
    [5]
    DAS S. Effects of multiscale substructures on the effective behavior and field statistics of porous materials [J]. Journal of the Mechanics and Physics of Solids, 2026, 207: 106411. doi: 10.1016/j.jmps.2025.106411
    [6]
    RINEHART J S. Some quantitative data bearing on the scabbing of metals under explosive attack [J]. Journal of Applied Physics, 1951, 22(5): 555–560. doi: 10.1063/1.1700005
    [7]
    BREED B R, MADER C L, VENABLE D. Technique for the determination of dynamic-tensile-strength characteristics [J]. Journal of Applied Physics, 1967, 38(8): 3271–3275. doi: 10.1063/1.1710098
    [8]
    TULER F R, BUTCHER B M. A criterion for the time dependence of dynamic fracture [J]. International Journal of Fracture Mechanics, 1968, 4(4): 431–437. doi: 10.1007/BF00186808
    [9]
    JOHNSON J N. Dynamic fracture and spallation in ductile solids [J]. Journal of Applied Physics, 1981, 52(4): 2812–2825. doi: 10.1063/1.329011
    [10]
    SEAMAN L, CURRAN D R, SHOCKEY D A. Computational models for ductile and brittle fracture [J]. Journal of Applied Physics, 1976, 47(11): 4814–4826. doi: 10.1063/1.322523
    [11]
    JOHNSON J N, ADDESSIO F L. Tensile plasticity and ductile fracture [J]. Journal of Applied Physics, 1988, 64(12): 6699–6712. doi: 10.1063/1.342000
    [12]
    LEE H W, BASARAN C. A review of damage, void evolution, and fatigue life prediction models [J]. Metals, 2021, 11(4): 609. doi: 10.3390/met11040609
    [13]
    MOLINARI A, JACQUES N, MERCIER S, et al. A micromechanical model for the dynamic behavior of porous media in the void coalescence stage [J]. International Journal of Solids and Structures, 2015, 71: 1–18. doi: 10.1016/j.ijsolstr.2015.05.003
    [14]
    ZUREK A K, THISSELL W R, JOHNSON J N, et al. Micromechanics of spall and damage in tantalum [J]. Journal of Materials Processing Technology, 1996, 60(1): 261–267. doi: 10.1016/0924-0136(96)02340-0
    [15]
    BONORA N, RUGGIERO A, MILELLA P P. Fracture energy effect on spall signal [J]. AIP Conference Proceedings, 2004, 706(1): 439–442. doi: 10.1063/1.1780272
    [16]
    MOLINARI A, WRIGHT T W. A physical model for nucleation and early growth of voids in ductile materials under dynamic loading [J]. Journal of the Mechanics and Physics of Solids, 2005, 53(7): 1476–1504. doi: 10.1016/j.jmps.2005.02.010
    [17]
    THOUÉNON C, DUBOIS A, BARRAUD E, et al. Statistical modeling and generation of inertial ductile fracture surfaces [J]. Journal of the Mechanics and Physics of Solids, 2026, 206: 106406. doi: 10.1016/j.jmps.2025.106406
    [18]
    MIEHE C, SCHÄNZEL L M, ULMER H. Phase field modeling of fracture in multi-physics problems. part Ⅰ. balance of crack surface and failure criteria for brittle crack propagation in thermo-elastic solids [J]. Computer Methods in Applied Mechanics and Engineering, 2015, 294: 449–485. doi: 10.1016/j.cma.2014.11.016
    [19]
    张豪, 于继东, 裴晓阳, 等. 相场断裂方法发展概况 [J]. 高压物理学报, 2019, 33(3): 030109. doi: 10.11858/gywlxb.20190777

    ZHANG H, YU J D, PEI X Y, et al. An overview of phase field approach to fracture [J]. Chinese Journal of High Pressure Physics, 2019, 33(3): 030109. doi: 10.11858/gywlxb.20190777
    [20]
    WU J Y. A unified phase-field theory for the mechanics of damage and quasi-brittle failure [J]. Journal of the Mechanics and Physics of Solids, 2017, 103: 72–99. doi: 10.1016/j.jmps.2017.03.015
    [21]
    ZHANG H, PENG H, PEI X Y, et al. A phase-field model for spall fracture [J]. Journal of Applied Physics, 2021, 129(12): 125903. doi: 10.1063/5.0043675
    [22]
    HAN H Y, WANG T, HUANG G Y, et al. Study of the dynamic impact spalling of ductile materials based on Gurson-type phase-field model [J]. International Journal of Plasticity, 2024, 181: 104106. doi: 10.1016/j.ijplas.2024.104106
    [23]
    MA X S, WANG G Y, WANG J. Dynamic phase field description on ductile fracture process [J]. Transactions of Nanjing University of Aeronautics & Astronautics, 2024, 41(5): 564–574. doi: 10.16356/j.1005-1120.2024.05.002
    [24]
    AMBATI M, GERASIMOV T, DE LORENZIS L. Phase-field modeling of ductile fracture [J]. Computational Mechanics, 2015, 55(5): 1017–1040. doi: 10.1007/s00466-015-1151-4
    [25]
    LIU Z, FAN T G, LU Q L, et al. Modeling of thermal shock-induced fracture propagation based on phase-field approach [J]. Fluid Dynamics & Materials Processing, 2025, 21(4): 851–876. doi: 10.32604/fdmp.2024.056729
    [26]
    ZHANG H, PENG H, PEI X Y, et al. Phase-field modeling of coupled spall and adiabatic shear banding and simulation of complex cracks in ductile metals [J]. Journal of the Mechanics and Physics of Solids, 2023, 172: 105186. doi: 10.1016/j.jmps.2022.105186
    [27]
    FARACHE D, MISHRA S, TRIPATHI S, et al. Role of dislocations on martensitic transformation temperatures and microstructure: a molecular dynamics study [J]. Journal of Applied Physics, 2024, 136(3): 035106. doi: 10.1063/5.0208406
    [28]
    DREMOV V V, CHIRKOV P V, KARAVAEV A V. Molecular dynamics study of the effect of extended ingrain defects on grain growth kinetics in nanocrystalline copper [J]. Scientific Reports, 2021, 11(1): 934. doi: 10.1038/s41598-020-79861-3
    [29]
    SAITOH K I, KURAMITSU K, SATO T, et al. Molecular dynamics study on deformation mechanism of grain boundaries in magnesium crystal: based on coincidence site lattice theory [J]. Journal of Materials, 2018, 2018(1): 4153464. doi: 10.1155/2018/4153464
    [30]
    DANIELS H E. The statistical theory of the strength of bundles of threads. Ⅰ [J]. Proceedings of the Royal Society of London. Series A, Mathematical and Physical Sciences, 1945, 183(995): 405–435. doi: 10.1098/rspa.1945.0011
    [31]
    SEKULSKI Z. Statistical properties of the yield strength of normal strength hull structural steel plates [J]. Annals of “Dunarea de Jos” University of Galati. Fascicle Ⅺ Shipbuilding, 2019, 42: 55–64. doi: 10.35219/annugalshipbuilding.2019.42.08
    [32]
    SAKAI T, NAKAJIMA M, TOKAJI K, et al. Statistical distribution patterns in mechanical and fatigue properties of metallic materials [J]. Journal of the Society of Materials Science, 1997, 46(6): 63–74. doi: 10.2472/jsms.46.6appendix_63
    [33]
    NUKALA P K V V, SIMUNOVIC S. Scaling of fracture strength in disordered quasi-brittle materials [J]. The European Physical Journal B: Condensed Matter and Complex Systems, 2004, 37(1): 91–100. doi: 10.1140/epjb/e2004-00033-1
    [34]
    HAAGENSEN P J. Statistical aspects of coexisting fatigue failure mechanisms in OFHC copper: UTIAS-TN-112 [R]. UTIAS, 1967.
    [35]
    BHUIYAN M S, ANZUM T, FORHAD U H, et al. Tensile strength study of stainless-steel using Weibull distribution [J]. Mist International Journal of Science and Technology, 2020, 8(2): 1–6. doi: 10.47981/j.mijst.08(02)2020.197(01-06
    [36]
    ONO K. A simple estimation method of weibull modulus and verification with strength data [J]. Applied Sciences, 2019, 9(8): 1575. doi: 10.3390/app9081575
    [37]
    WU J Y, NGUYEN V P. A length scale insensitive phase-field damage model for brittle fracture [J]. Journal of the Mechanics and Physics of Solids, 2018, 119: 20–42. doi: 10.1016/j.jmps.2018.06.006
    [38]
    FRANCFORT G A, MARIGO J J. Revisiting brittle fracture as an energy minimization problem [J]. Journal of the Mechanics and Physics of Solids, 1998, 46(8): 1319–1342. doi: 10.1016/S0022-5096(98)00034-9
    [39]
    GRIFFITH A A. The phenomena of rupture and flow in solids [J]. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 1921, 221(582): 163–198. doi: 10.1098/rsta.1921.0006
    [40]
    HALLQUIST J O. LS-DYNA theoretical manual [M]. USA: Livemore Software Technology Corporation, 1998.
    [41]
    SAAD F A, LEE W. Random variate generation with formal guarantees [J]. Proceedings of the ACM on Programming Languages, 2025, 9: 125–149. doi: 10.1145/3729251
    [42]
    WEIBULL W. A statistical theory of the strength of materials [M]. Stockholm: Generalstabens Litografiska Anstalts Förlag, 1939.
    [43]
    SHAPIRO S S, WILK M B. An analysis of variance test for normality (complete samples) [J]. Biometrika, 1965, 52(3/4): 591–611. doi: 10.2307/2333709
    [44]
    GHASEMI A, ZAHEDIASL S. Normality tests for statistical analysis: a guide for non-statisticians [J]. International Journal of Endocrinology and Metabolism, 2012, 10(2): 486–489. doi: 10.5812/ijem.3505
    [45]
    MASSEY JR F J. The Kolmogorov-Smirnov test for goodness of fit [J]. Journal of the American Statistical Association, 1951, 46(253): 68–78. doi: 10.1080/01621459.1951.10500769
    [46]
    KOLMOGOROV A N. Sulla determinazione empirica di una legge di distribuzione [J]. Giornale dell’ Istituto Italianodegli Attuari, 1933, 4: 83–91.
    [47]
    ROSENFELD A, PFALTZ J L. Sequential operations in digital picture processing [J]. Journal of the ACM, 1966, 13(4): 471–494. doi: 10.1145/321356.321357
    [48]
    NOVIKOV S A. Shear stress and spall strength of materials under shock loads (review) [J]. Journal of Applied Mechanics and Technical Physics, 1981, 22(3): 385–394. doi: 10.1007/BF00907567
    [49]
    彭辉, 裴晓阳, 李平, 等. 高纯铜初始层裂的微损伤特性研究 [J]. 物理学报, 2015, 64(21): 216201. doi: 10.7498/aps.64.216201

    PENG H, PEI X Y, LI P, et al. Micro-damage characteristics of incipient spall in high-purity copper [J]. Acta Physica Sinica, 2015, 64(21): 216201. doi: 10.7498/aps.64.216201
    [50]
    彭辉. 延性金属动态拉伸断裂的微损伤聚集特性研究 [D]. 北京: 北京理工大学, 2015: 66–68.

    PENG H. Coalescence of micro-damage on dynamic tensile fracture of ductile metal [D]. Beijing: Beijing Institute of Technology, 2015: 66–68.
    [51]
    VILGE B I, VILGE B B. Statistical concept of the “weakest link” in estimating strength and defects of chemically active composite materials [J]. Model Assisted Statistics and Applications, 2016, 11(1): 81–89. doi: 10.3233/mas-150355
    [52]
    TOL R S J, YOHE G W. The weakest link hypothesis for adaptive capacity: an empirical test [J]. Global Environmental Change, 2007, 17(2): 218–227. doi: 10.1016/j.gloenvcha.2006.08.001
    [53]
    GREDELJ S, HALILAGIĆ R. The application of central limit theorem in determining structural reliability [C]//Proceedings of the 13th International Scientific Conference on Production Engineering: Development and Modernization of Production. 2022: 1.
    [54]
    LESCOUTE E, DE RESSÉGUIER T, CHEVALIER J M, et al. Ejection of spalled layers from laser shock-loaded metals [J]. Journal of Applied Physics, 2010, 108(9): 093510. doi: 10.1063/1.3500317
    [55]
    郑宇轩, 陈磊, 胡时胜, 等. 韧性材料冲击拉伸碎裂中的碎片尺寸分布规律 [J]. 力学学报, 2013, 45(4): 580–587. doi: 10.6052/0459-1879-12-338

    ZHENG Y X, CHEN L, HU S S, et al. Characteristics of fragment size distribution of ductile materials fragmentized under high strainrate tension [J]. Chinese Journal of Theoretical and Applied Mechanics, 2013, 45(4): 580–587. doi: 10.6052/0459-1879-12-338
    [56]
    汤佳妮, 徐便, 郑宇轩, 等. 脆性膨胀环动态拉伸碎裂实验研究 [J]. 爆炸与冲击, 2021, 41(1): 014101. doi: 10.11883/bzycj-2020-0049

    TANG J N, XU B, ZHENG Y X, et al. Experimental study for dynamic fragmentation of brittle expansion rings [J]. Explosion and Shock Waves, 2021, 41(1): 014101. doi: 10.11883/bzycj-2020-0049
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