The DOI matches its Crossref record.
Theory of Thermal Grooving
Abstract
A theory is presented which describes the development of surface grooves at the grain boundaries of a heated polycrystal. The mechanisms of evaporation-condensation and surface diffusion are discussed with the use of the Gibbs-Thompson formula and the assumption that the properties of an interface do not depend on its orientation. For the idealized case in which only one of the mechanisms is operative, the groove profile is shown to have a time-independent shape whose linear dimensions are proportional to t½ for evaporation-condensation, and to t½ for surface diffusion. The proportionality constants are evaluated, and criteria are developed which permit one to estimate which process predominates in practice. Order of magnitude agreement is obtained with estimates of actual grooving speeds and profiles.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“The decay of the conductance is considered to arise from the surface diffusion of Ag caused by the Gibbs -Thomson effect 41 -45 .”
From Enhanced analog synaptic behavior of SiNx/a-Si bilayer memristors through Ge implantation (2020) · cites this paper as [41]
Citations
Cites
No references could be resolved yet.
Research works printed but not linked: 4
- 1950, Proc. Phys. Soc. B, 63, 350
- 1949, J. Metals, 1, 169
- 1948, Proc. Roy. Soc. (London) A, 193, 465
- 1951, J. Inst. Metals, 79, 415
Cited by
Sorted by citations
Items 301–400 of 1,002
Effects of Surface Anisotropy on Grain Boundary Grooving
Klinger, L., & Rabkin, E. (2001) · doi:10.1023/a:1011270830969 · Cited by 48
Cryogenic D-T fuel layers formed in 1 mm spheres by beta-layering
Sater, J., Kozioziemski, B., Collins, G. W., Mapoles, E., Pipes, J., Burmann, J., & Bernat, T. (1997) · doi:10.13182/fst99-a11963929 · Cited by 48
Takahashi, Y., Takahashi, K., & Nishiguchi, K. (1991) · doi:10.1016/0956-7151(91)90055-6 · Cited by 48
On the motion of steps on a vicinal surface
Nozières, P. (1987) · doi:10.1051/jphys:0198700480100160500 · Cited by 48
Relative Energies of Tilt Boundaries in Aluminum Oxide
Shackelford, J., & Scott, W. D. (1968) · doi:10.1111/j.1151-2916.1968.tb15929.x · Cited by 48
A perimeter-decreasing and area-conserving algorithm for surface diffusion flow of curves
Jiang, W., & Li, B.-Y. (2021) · Journal of Computational Physics · doi:10.1016/j.jcp.2021.110531 · Cited by 47
“The parametric equation (1) for surface diffusion flow was proposed by Mullins in 1957 for modeling the evolution of microstructure in polycrystalline materials [27].”
BackgroundA Parametric Finite Element Method for Solid-State Dewetting Problems in Three Dimensions
Zhao, Q., Jiang, W., & Bao, W. (2019) · SIAM Journal on Scientific Computing · doi:10.1137/19m1281666 · Cited by 47
“labeled as γ0) was given by Mullins [38],”
MethodInfluentialDeep learning–based inverse method for layout design
Zhang, Y., & Ye, W. (2019) · Structural and Multidisciplinary Optimization · doi:10.1007/s00158-019-02222-w · Cited by 52
Persistence in nonequilibrium surface growth.
Constantin, M., Dasgupta, C., Chatraphorn, P. P., Majumdar, S., & Sarma, S. D. (2004) · Physical review. E, Statistical, nonlinear, and soft matter physics · doi:10.1103/physreve.69.061608 · Cited by 47
Nonlinear evolution equation for the stress-driven morphological instability
Yang, X., & Weinan, E. (2002) · doi:10.1063/1.1477259 · Cited by 47
Bonzel, H., Preuss, E., & Steffen, B. (1984) · doi:10.1007/bf00620292 · Cited by 47
Cunningham, W. S., Hattar, K., Zhu, Y., Edwards, D. J., & Trelewicz, J. R. (2021) · Acta Materialia · doi:10.1016/j.actamat.2021.116629 · Cited by 52
Holness, M. B., Clemens, J. D., & Vernon, R. H. (2018) · Contributions to Mineralogy and Petrology · doi:10.1007/s00410-018-1488-8 · Cited by 52
“In contradiction to the commonly used model of Mullins (1957), detailed observations of glassy enclaves in mafic volcanic rocks (Holness et al.”
MethodShocks in Ion Sputtering Sharpen Steep Surface Features
Chen, H., Urquidez, O. A., Ichim, S., Rodriquez, L., Brenner, M., & Aziz, M. (2005) · Science · doi:10.1126/science.1117219 · Cited by 46
EMERGENCE OF CRACKS BY MASS TRANSPORT IN ELASTIC CRYSTALS STRESSED AT HIGH TEMPERATURES
Sun, B., Suo, Z., & Evans, A. (1994) · doi:10.1016/0022-5096(94)90066-3 · Cited by 46
Groove Angles and Surface Mass Transport in Polycrystalline Alumina
Tsoga, A., & Nikolopoulos, P. (1994) · Journal of the American Ceramic Society · doi:10.1111/j.1151-2916.1994.tb07252.x · Cited by 51
Surface diffusion of oxides (A review)
Robertson, W. M. (1969) · doi:10.1016/0022-3115(69)90166-4 · Cited by 46
Volume-preserving parametric finite element methods for axisymmetric geometric evolution equations
Bao, W., Garcke, H., Nürnberg, R., & Zhao, Q. (2021) · Journal of Computational Physics · doi:10.1016/j.jcp.2022.111180 · Cited by 45
“One of the most prominent examples is the surface diffusion flow, which was first proposed by Mullins to describe the evolution of microstructure in polycrystalline materials [38].”
BackgroundThe role of the interface stiffness tensor on grain boundary dynamics
Abdeljawad, F., Foiles, S., Moore, A. P., Hinkle, A. R., Barr, C., Heckman, N., Hattar, K., & Boyce, B. (2018) · Acta Materialia · doi:10.1016/j.actamat.2018.06.025 · Cited by 45
Gaining new insights into nanoporous gold by mining and analysis of published images
McCue, I., Stuckner, J., Murayama, M., & Demkowicz, M. (2018) · Scientific Reports · doi:10.1038/s41598-018-25122-3 · Cited by 45
Hao, X.-C., Tanaka, S., Masuda, A., Nakamura, J., Sudoh, K., Maenaka, K., Takao, H., & Higuchi, K. (2014) · IEEE Sensors Journal · doi:10.1109/jsen.2013.2288681 · Cited by 45
“in understanding the phenomenon [18], [19].”
Self-aligned Ge and SiGe three-dimensional epitaxy on dense Si pillar arrays
Bergamaschini, R., Isa, F., Falub, C., Niedermann, P., Müller, E., Isella, G., von Känel, H., & Miglio, L. (2013) · doi:10.1016/j.surfrep.2013.10.002 · Cited by 45
The kinetics of dewetting ultra-thin Si layers from silicon dioxide
Aouassa, M., Favre, L., Ronda, A., Maaref, H., & Berbezier, I. (2012) · doi:10.1088/1367-2630/14/6/063038 · Cited by 45
Li, L., Zhang, P., Liang, J., & Guo, S.-M. (2010) · doi:10.1016/j.ceramint.2009.09.030 · Cited by 45
“Mullins [30] also proposed two mechanisms for thermal grooving: one being evaporation–condensation and the other surface diffusion.”
BackgroundAnisotropic shrinkage induced by particle rearrangement in sintering
Wakai, F., Chihara, K., & Yoshida, M. (2007) · doi:10.1016/j.actamat.2007.04.027 · Cited by 45
Interface diffusion in the Al-CuAl2 eutectic
Ho, E., & Weatherly, G. (1975) · doi:10.1016/0001-6160(75)90154-6 · Cited by 45
Electromigration Damage in Thin Films due to Grain Boundary Grooving Processes
Ohring, M. (1971) · doi:10.1063/1.1660603 · Cited by 45
Studies of vacuum annealed iron surfaces
Blakely, J., & Mykura, H. (1963) · doi:10.1016/0001-6160(63)90164-0 · Cited by 45
Kondoh, K., Fukuo, M., Kariya, S., Shitara, K., Li, S.-F., Alhazaa, A., & Umeda, J. (2021) · doi:10.1016/j.jallcom.2020.156954 · Cited by 44
Jiao, Z.-J., Busso, E., & Shikazono, N. (2020) · doi:10.1149/1945-7111/ab6f5b · Cited by 44
On the solid-state dewetting of polycrystalline thin films: Capillary versus grain growth approach
Jacquet, P., Podor, R., Ravaux, J., Lautru, J., Teisseire, J., Gozhyk, I., Jupille, J., & Lazzari, R. (2018) · doi:10.1016/j.actamat.2017.08.070 · Cited by 44
“ture dependence of the chemical potential μ = γΩκ, where Ω is an atomic volume and κ = κ‖ + κ⊥ the sum of the curvature components parallel and perpendicular to the surface [22].”
BackgroundElofsson, V., Lu, B., Magnfält, D., Münger, E., & Sarakinos, K. (2014) · doi:10.1063/1.4890522 · Cited by 44
Grain-boundary grooving by surface diffusion with strong surface energy anisotropy
Xin, T.-H., & Wong, H. (2003) · Acta Materialia · doi:10.1016/s1359-6454(03)00039-9 · Cited by 44
Numerical simulation of grain-boundary grooving by level set method
Khenner, M., Averbuch, A., Israeli, M., & Nathan, M. (2000) · doi:10.1006/jcph.2001.6760 · Cited by 44
“(1.3) The surface diffusion flux along the groove walls is given by the formula J = −B Kτ , (1.4) where B = DδγΩ4/3 kT (1.5) is known as Mullins’ constant.”
BackgroundMethodResultInfluentialMorphological instabilities in the low pressure synthesis of diamond
Ravi, K. (1992) · doi:10.1557/jmr.1992.0384 · Cited by 44
Resistance changes in discontinuous gold films
Nishiura, M., & Kinbara, A. (1974) · doi:10.1016/0040-6090(74)90253-3 · Cited by 44
McKeown, J., Roberts, N., Fowlkes, J., Wu, Y.-Y., LaGrange, T., Reed, B., Campbell, G., & Rack, P. (2012) · Langmuir · doi:10.1021/la303657e · Cited by 43
Winkler, M. (2011) · doi:10.1007/s00033-011-0128-1 · Cited by 43
“The model incorporates the linear effects of surface diffusion ([13], [18]) and so-called Schwoebel barriers ([24]), reflected by the biharmonic term −∆2 and the second-order backward diffusion term −μ∆u in (1.”
BackgroundInfluence of interface energies on solute partitioning mechanisms in doped aluminas
Dillon, S., Harmer, M., & Rohrer, G. (2010) · doi:10.1016/j.actamat.2010.05.045 · Cited by 43
Triple lines in materials science and engineering
King, A. (2010) · doi:10.1016/j.scriptamat.2010.02.020 · Cited by 43
On the evolution of faceted grain-boundary grooves by surface diffusion
Ramasubramaniam, A., & Shenoy, V. (2005) · doi:10.1016/j.actamat.2005.03.013 · Cited by 43
Stoyanov, S. (1998) · doi:10.1016/s0039-6028(98)00582-2 · Cited by 43
Grain boundary grooving by surface diffusion: an analytic nonlinear model for a symmetric groove
Tritscher, P., & Broadbridge, P. (1995) · Proceedings of the Royal Society of London. Series A, Mathematical and physical sciences · doi:10.1098/rspa.1995.0101 · Cited by 43
Pore migration in ceramic fuel elements
Nichols, F. (1968) · doi:10.1016/0022-3115(68)90118-9 · Cited by 43
Zhang, J., Li, H.-W., Sun, X., & Zhan, M. (2020) · doi:10.1016/j.ijplas.2020.102804 · Cited by 42
Convexity Splitting in a Phase Field Model for Surface Diffusion
Backofen, R., Wise, S., Salvalaglio, M., & Voigt, A. (2017) · International Journal of Numerical Analysis and Modeling · doi:10.4208/ijnam.v16.n2.p192 · Cited by 42
“The model formally converges for ε → 0 to Mullins sharp interface model for surface diffusion [35], see, in particular [42, 21, 56].”
Geometric characterization of nanoporous metals
Erlebacher, J., & McCue, I. (2012) · doi:10.1016/j.actamat.2012.07.059 · Cited by 42
Surface diffusion flow near spheres
Wheeler, G. E. (2012) · doi:10.1007/s00526-011-0429-4 · Cited by 42
“First proposed by Mullins [20] in 1957 (two years before he proposed the mean curvature flow), it was originally designed to model the formation of thermal grooves in phase interfaces where the contribution due to evaporation-condensation was insignificant.”
BackgroundThermal dewetting of thin Au films deposited onto line-patterned substrates
Wang, D., & Schaaf, P. (2012) · Journal of Materials Science · doi:10.1007/s10853-011-5716-0 · Cited by 42
Grain growth, microstructure and surface modification of textured CeO2 thin films on Ni substrate
Mihalache, V., & Pasuk, I. (2011) · doi:10.1016/j.actamat.2011.04.029 · Cited by 42
A study of nonisothermal austenite formation and decomposition in Fe-C-Mn alloys
Schmidt, E., Wang, Y., & Sridhar, S. (2006) · doi:10.1007/s11661-006-0122-y · Cited by 42
Fully Discrete Finite Element Approximation for Anisotropic Surface Diffusion of Graphs
Deckelnick, K., Dziuk, G., & Elliott, C. (2005) · SIAM Journal on Numerical Analysis · doi:10.1137/s0036142903434874 · Cited by 42
“[21] W.W. Mullins, Theory of thermal grooving, J. Appl.”
BackgroundInfluentialThe Wulff Shape of Alumina: I, Modeling the Kinetics of Morphological Evolution
Kitayama, M., Narushima, T., Carter, W., Cannon, R. M., & Glaeser, A. (2004) · doi:10.1111/j.1151-2916.2000.tb01591.x · Cited by 42
“This close agreement suggests that the linearized approach can be used to provide reasonable estimates in 3-D problems where solutions that are based on a continuously varying potential on the surface are more difficult to obtain. ( 2 ) Effect of Temperature”
BackgroundInfluentialAjuria, S., & Reif, R. (1991) · doi:10.1063/1.347346 · Cited by 42
Tam, J., Yu, B., Li, W.-W., Poirier, D., Legoux, J., Giallonardo, J., Howe, J., & Erb, U. (2022) · Scripta Materialia · doi:10.1016/j.scriptamat.2021.114333 · Cited by 42
Nanoscopic cross-grain cation homogenization in perovskite solar cells
Hao, M.-W., Yang, J., Yu, W.-J., Lawrie, B., Guo, P.-F., Zhang, X.-Z., Duan, T.-W., Xiao, T., Chen, L., Xiang, Y., et al. (2025) · Nature Nanotechnology · doi:10.1038/s41565-025-01854-y · Cited by 41
“Since in PSCs, the surface will dominate owing to the nanoscale thickness of the perovskite films, most GBs are expected to emerge onto the surface, which causes morphological grooving at the intersection of GBs and the surface 21,25 .”
InfluentialAn energy-stable parametric finite element method for anisotropic surface diffusion
Li, Y., & Bao, W. (2020) · Journal of Computational Physics · doi:10.1016/j.jcp.2021.110658 · Cited by 41
“The mathematical model for surface diffusion in materials science can be traced back to the work by Mullins [22] for describing the diffusion at interfaces in alloys.”
BackgroundMicrostructural evolution and solid state dewetting of epitaxial Al thin films on sapphire (α-Al2O3)
Hieke, S. W., Breitbach, B., Dehm, G., & Scheu, C. (2017) · Acta Materialia · doi:10.1016/j.actamat.2017.05.026 · Cited by 47
“They explained the groove shape, differing from the predicted one by the classical Mullins model [49], by mass transport via grain boundary diffusion of Ni towards the metalsubstrate interface and followed by local accretion of metal atoms by interface diffusion of Ni at the metal-oxide interface [10].”
Wei, Q., & Misra, A. (2010) · doi:10.1016/j.actamat.2010.05.025 · Cited by 41
Growth and segregation of GaAs-AlxIn1-xP core-shell nanowires
Wagner, J., Sköld, N., Wallenberg, L., & Samuelson, L. (2010) · doi:10.1016/j.jcrysgro.2010.02.009 · Cited by 41
Muñoz-García, J., Cuerno, R., & Castro, M. (2009) · Journal of Physics: Condensed Matter · doi:10.1088/0953-8984/21/22/224020 · Cited by 41
Thermal grain boundary grooving with anisotropic surface free energies
Zhang, W., Sachenko, P., & Gladwell, I. (2004) · doi:10.1016/j.actamat.2003.08.033 · Cited by 41
Morphological changes of graphite spheroids during heat treatment of ductile cast irons
Monchoux, J., Verdu, C., Thollet, G., Fougères, R., & Reynaud, A. (2001) · doi:10.1016/s1359-6454(01)00230-0 · Cited by 41
Hyperuniform Monocrystalline Structures by Spinodal Solid-State Dewetting.
Salvalaglio, M., Bouabdellaoui, M., Bollani, M., Benali, A., Favre, L., Claude, J., Wenger, J., de Anna, P., Intonti, F., Voigt, A., et al. (2019) · Physical Review Letters · doi:10.1103/physrevlett.125.126101 · Cited by 40
“Despite the simplified model, the main features of the dewetting dynamics are qualitatively reproduced for different film thicknesses, annealing time, and temperature (accounted for by the diffusion coefficientD depending on temperature by an Arrhenius law [59]).”
BackgroundZhang, Y.-Y., Sánchez, A., Wu, J., Aagesen, M., Holm, J. V., Beanland, R., Ward, T., & Liu, H.-Y. (2015) · Nano letters (Print) · doi:10.1021/acs.nanolett.5b00188 · Cited by 40
Bojarski, S., Ma, S., Lenthe, W., Harmer, M., & Rohrer, G. (2012) · Metallurgical and Materials Transactions. A · doi:10.1007/s11661-012-1172-y · Cited by 40
A Discrete Scheme for Parametric Anisotropic Surface Diffusion
Haußer, F., & Voigt, A. (2007) · Journal of Scientific Computing · doi:10.1007/s10915-005-9064-6 · Cited by 40
“The notion of surface diffusion goes back to Mullins[8] appearing in the context of material science.”
BackgroundSurface-energy-driven abnormal grain growth in Cu and Ag films
Ma, F., Zhang, J.-M., & Xu, K.-W. (2005) · doi:10.1016/j.apsusc.2004.07.068 · Cited by 40
Approximate potential symmetries for partial differential equations
Kara, A., Mahomed, F., & Qu, C. (2000) · doi:10.1088/0305-4470/33/37/312 · Cited by 40
Symmetry groups and separation of variables of a class of nonlinear diffusion-convection equations
Chou, K.-S., & Qu, C. (1999) · doi:10.1088/0305-4470/32/35/306 · Cited by 40
Pimienta, P., Garboczi, E., & Carter, W. (1992) · doi:10.1016/0927-0256(92)90008-w · Cited by 40
Simulation of elevated temperature aluminum metallization using SIMBAD
Dew, S., Smy, T., & Brett, M. (1992) · doi:10.1109/16.141224 · Cited by 40
The interfacial free energies of solid chromium, molybdenum and tungsten
Allen, B. C. (1972) · doi:10.1016/0022-5088(72)90114-2 · Cited by 40
Giant secondary grain growth in Cu films on sapphirea)
Miller, D., Keller, M., Shaw, J., Rice, K., Keller, R., & Diederichsen, K. M. (2013) · doi:10.1063/1.4817829 · Cited by 39
“The process, which is driven by minimization of the total energy of the film/substrate system, typically begins with the development of thermal grooves at grain boundaries in the film [23].”
BackgroundWang, D., & Schaaf, P. (2011) · doi:10.1007/s10854-010-0260-2 · Cited by 39
Kinetics of Crystal Etching Limited by Terrace Dissolution
Snyder, J., & Erlebacher, J. (2010) · doi:10.1149/1.3280299 · Cited by 39
Vauth, S., & Mayr, S. G. (2007) · doi:10.1103/physrevb.75.224107 · Cited by 39
Step bunching with general step kinetics: stability analysis and macroscopic models
Pierre-Louis, O. (2003) · doi:10.1016/s0039-6028(03)00075-x · Cited by 39
Shima, M., Salamanca-Riba, L., McMichael, R., & Moffat, T. (2001) · doi:10.1149/1.1379948 · Cited by 39
Surfaces, Interfaces, and Changing Shapes in Multilayered Films
Josell, D., & Spaepen, F. (1999) · doi:10.1557/s0883769400051538 · Cited by 39
Computer simulation of crystal surface modification by accelerated cluster ion impacts
Insepov, Z., & Yamada, I. (1997) · doi:10.1016/s0168-583x(96)00450-8 · Cited by 39
On the spheroidization of rod-shaped particles of finite length
Nichols, F. (1976) · doi:10.1007/bf02396641 · Cited by 39
Changes of the Optical Properties of Aggregated Silver Films after Deposition
Yoshida, S., Yamaguchi, T., & Kinbara, A. (1971) · doi:10.1364/josa.61.000463 · Cited by 39
Energies and Grooving Kinetics of [001] Tilt Boundaries in Nickel Oxide
Readey, D., & Jech, R. (1968) · doi:10.1111/j.1151-2916.1968.tb11873.x · Cited by 39
Volatile Resistive Switching Memory Based on Ag Ion Drift/Diffusion Part I: Numerical Modeling
Wang, W. J., Laudato, M., Ambrosi, E., Bricalli, A., Covi, E., Lin, Y., & Ielmini, D. (2019) · IEEE Transactions on Electron Devices · doi:10.1109/ted.2019.2928890 · Cited by 76
“9 Å, γ = 1 J/m2 [38], [40], which yield a value of B ≈ 2 × 10−35 m4/s at room temperature.”
BackgroundInfluentialGong, X., Wan, L.-D., Gao, M., Auger, T., Chen, K., Wang, P., Short, M. P., Liu, J., & Luo, J.-G. (2025) · Acta Materialia · doi:10.1016/j.actamat.2025.120963 · Cited by 38
Thermal stability of immiscible Cu-Ag/Fe triphase multilayers with triple junctions
Niu, T., Zhang, Y.-F., Cho, J., Li, J., Wang, H.-Y., & Zhang, X.-H. (2021) · doi:10.1016/j.actamat.2021.116679 · Cited by 38
An anisotropic phase-field model for solid-state dewetting and its sharp-interface limit
Dziwnik, M., Münch, A., & Wagner, B. (2017) · doi:10.1088/1361-6544/aa5e5d · Cited by 38
“[7] considered the sharp interface limit → 0 and obtained Mullins’ model for surface diffusion [40].”
BackgroundSonication-triggered zero-order release by uncorking core–shell nanofibers
Birajdar, M., & Lee, J. (2016) · doi:10.1016/j.cej.2015.11.095 · Cited by 38
The role of abnormal grain growth on solid-state dewetting kinetics
Atiya, G., Chatain, D., Mikhelashvili, V., Eisenstein, G., & Kaplan, W. (2014) · doi:10.1016/j.actamat.2014.08.038 · Cited by 38
Influence of grain boundary energy on the nucleation of complexion transitions
Bojarski, S., Harmer, M., & Rohrer, G. (2014) · doi:10.1016/j.scriptamat.2014.06.016 · Cited by 38
Hafnia-plugged microcavities for thermal stability of selective emitters
Lee, H.-O.-J., Smyth, K., Bathurst, S., Chou, J. B., Ghebrebrhan, M., Joannopoulos, J., Saka, N., & Kim, S.-G. (2013) · doi:10.1063/1.4811703 · Cited by 38
Bruchon, J., Pino-Muñoz, D., Valdivieso, F., & Drapier, S. (2012) · doi:10.1111/j.1551-2916.2012.05073.x · Cited by 38
Semiatin, S., & Furrer, D. (2008) · doi:10.31399/asm.hb.v22a.a0005409 · Cited by 38
Solutions to a model for interface motion by interface diffusion
Alber, H., & Zhu, P. (2007) · Proceedings of the Royal Society of Edinburgh. Section A Mathematics · doi:10.1017/s0308210507000170 · Cited by 38
Effects of grains’ features in surface roughness scaling
Oliveira, T. J., & Reis, F. D. A. A. (2007) · Journal of Applied Physics · doi:10.1063/1.2710286 · Cited by 38
Ch'ng, H. N., & Pan, J.-S. (2005) · doi:10.1016/j.jcp.2004.10.015 · Cited by 38
Beszeda, I., Szabó, I., & Gontier-Moya, E. (2004) · doi:10.1007/s00339-003-2170-0 · Cited by 38
Misfit elastic energy and a continuum model for epitaxial growth with elasticity on vicinal surfaces
Yang, X., & E, W. (2004) · doi:10.1103/physrevb.69.035409 · Cited by 38
GRAIN BOUNDARY GROOVING AT THE SINGULAR SURFACES
Rabkin, E., Klinger, L., & Semenov, V. (2000) · doi:10.1016/s1359-6454(99)00432-2 · Cited by 38
Metadata
- Authors
- Mullins, W. W.
- Affiliations
- Westinghouse Electric (United States) (US)
- Corresponding author
- Mullins, W. W.
- Venue
- Journal of Applied Physics
- Publisher
- AIP Publishing
- Published
- 1957-03-01
- Volume
- 28
- Issue
- 3
- Pages
- 333-339
- ISSN
- 0021-8979 (ISSN-L)
- 1089-7550
- OpenAlex
- W2017334281
- Cited by
- 2,629
- References
- 8
- Citations by year
- 2026: 62 · 2025: 72 · 2024: 73 · 2023: 55 · 2022: 63 · 2021: 102 · 2020: 84 · 2019: 68 · 2018: 57 · 2017: 72 · 2016: 71 · 2015: 57 · 2014: 78 · 2013: 74 · 2012: 71
- FWCI
- 11.00
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Applied Physics (publishedVersion)
- Topics
- Physical Sciences › Engineering › Computational Mechanics › Fluid Dynamics and Thin Films
- Physical Sciences › Materials Science › Metals and Alloys › Thermodynamic and Structural Properties of Metals and Alloys
- Physical Sciences › Materials Science › Materials Chemistry › Solidification and crystal growth phenomena
- Keywords
- thermal grooving, grain boundaries, polycrystalline materials, evaporation and condensation, surface diffusion, Gibbs-Thomson equation, groove profile
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review