Advances of and by phase-field modelling in condensed-matter physics

Phase-field modelling is still a young discipline in condensed-matter physics, which established itself for the class of systems that can be characterised by domains of different phases separated by a distinct interface. Driven out of equilibrium, their dynamics result in the evolution of those interfaces which might develop into well defined-structures with characteristic length scales at the nano-, micro- or meso-scale. Since the material properties of such systems are to a large extent determined by those small-scale structures, acquiring a precise understanding of the mechanisms that drive the interfacial dynamics is a great challenge for scientists in this field. Phase-field modelling is an approach that allows this challenge to be tackled in a simulation-based manner. This review provides a critical overview of the conceptual background of the phase-field method, the most relevant fields of condensed-matter physics that have been approached using phase-field modelling, as well as the respective model formulations and the insight gained so far via their simulation and analysis. Moreover, we discuss directions of further development and the quality of the scientific contributions to be expected from those.

[1]  C. Pozrikidis,et al.  Interfacial dynamics for Stokes flow , 2001 .

[2]  J. Christian,et al.  The theory of transformations in metals and alloys , 2003 .

[3]  M. Grant,et al.  Phase-field modeling of eutectic growth. , 2000, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[4]  Casademunt,et al.  Viscous fingering in liquid crystals: anisotropy and morphological transitions , 2000, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[5]  Jean-François Gouyet Atomic Mobility and Spinodal-Decomposition Dynamics in Lattice Gases. Simple Discrete Models , 1993 .

[6]  I. Steinbach,et al.  A phase field concept for multiphase systems , 1996 .

[7]  László Gránásy,et al.  Cahn–Hilliard theory with triple-parabolic free energy. II. Nucleation and growth in the presence of a metastable crystalline phase , 2000 .

[8]  Peter Knabner,et al.  A Two-Scale Method for the Computation of Solid Liquid Phase Transitions with Dendritic Microstructure , 2002 .

[9]  S Succi,et al.  Lattice Boltzmann model for anisotropic liquid-solid phase transition. , 2001, Physical review letters.

[10]  Danan Fan,et al.  Diffusion-controlled grain growth in two-phase solids , 1997 .

[11]  A. Karma,et al.  Regular Article: Modeling Melt Convection in Phase-Field Simulations of Solidification , 1999 .

[12]  Jean-Claude Tolédano,et al.  The Landau theory of phase transitions : application to structural, incommensurate, magnetic, and liquid crystal systems , 1987 .

[13]  Alain Karma,et al.  Impurity effects in dendritic solidification , 1984 .

[14]  R. Hermann,et al.  Growth kinetics and TiC precipitation phenomena in Nd–Fe–B–Ti–C melts in dependence on cooling parameters and composition , 2004 .

[15]  Ning Zhao,et al.  Conservative front tracking and level set algorithms , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[16]  Mathis Plapp,et al.  Dendritic growth in a mean-field lattice gas model , 1997 .

[17]  Klaus Kassner,et al.  Phase-field approach to three-dimensional vesicle dynamics. , 2005, Physical review. E, Statistical, nonlinear, and soft matter physics.

[18]  Markus Apel,et al.  Multi phase field model for solid state transformation with elastic strain , 2006 .

[19]  Maria Radke de Cuba,et al.  Zwei-Skalen-Modellierung von Adsorptionsprozessen an strukturierten Oberflächen , 2006 .

[20]  Takao Ohta,et al.  Kinetic Drumhead Model of Interface. I , 1982 .

[21]  M. Zimmermann,et al.  About the banded structure in rapidly solidified dendritic and eutectic alloys , 1992 .

[22]  Christoph Beckermann,et al.  Prediction of Columnar to Equiaxed Transition during Diffusion-Controlled Dendritic Alloy Solidification , 1994 .

[23]  Reinhard Lipowsky,et al.  Generic interactions of flexible membranes , 1995 .

[24]  Chaoyang Wang,et al.  A multiphase solute diffusion model for dendritic alloy solidification , 1993, Metallurgical and Materials Transactions A.

[25]  Donald M. Anderson,et al.  A phase-field model with convection: sharp-interface asymptotics , 2001 .

[26]  Paul C. Fife,et al.  Dynamics of Layered Interfaces Arising from Phase Boundaries , 1988 .

[27]  John W. Cahn,et al.  Linking anisotropic sharp and diffuse surface motion laws via gradient flows , 1994 .

[28]  Alain Karma,et al.  Two-phase microstructure selection in peritectic solidification: from island banding to coupled growth , 2003 .

[29]  Donald M. Anderson,et al.  A phase-field model of solidification with convection , 2000 .

[30]  Heike Emmerich,et al.  Microstructure morphology transitions at mesoscopic epitaxial surfaces , 2006 .

[31]  Gouyet Generalized Allen-Cahn equations to describe far-from-equilibrium order-disorder dynamics. , 1995, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[33]  W. Lu,et al.  Self-organized nanostructures in multi-phase epilayers , 2004 .

[34]  Morton E. Gurtin,et al.  Dynamic solid-solid transitions with phase characterized by an order parameter , 1994 .

[35]  Q. Du,et al.  A phase field approach in the numerical study of the elastic bending energy for vesicle membranes , 2004 .

[36]  James A. Warren,et al.  The phase-field method: simulation of alloy dendritic solidification during recalescence , 1996 .

[37]  Grant,et al.  Stochastic eutectic growth. , 1994, Physical review letters.

[38]  J. Campbell,et al.  Growth and perfection of crystals , 1959 .

[39]  I. Steinbach,et al.  The multiphase-field model with an integrated concept for modelling solute diffusion , 1998 .

[40]  A. Reuss,et al.  Berechnung der Fließgrenze von Mischkristallen auf Grund der Plastizitätsbedingung für Einkristalle . , 1929 .

[41]  Alain Karma,et al.  Spiral Surface Growth without Desorption , 1998, cond-mat/9809358.

[42]  Liu,et al.  Surface-tension-anisotropy measurements of succinonitrile and pivalic acid: Comparison with microscopic solvability theory. , 1992, Physical review. A, Atomic, molecular, and optical physics.

[43]  Davis,et al.  Morphological instability in epitaxially strained dislocation-free solid films: Nonlinear evolution. , 1993, Physical review. B, Condensed matter.

[44]  Donald M. Anderson,et al.  A diffuse-interface description of internal waves in a near-critical fluid , 1997 .

[45]  K. Kelton Crystal Nucleation in Liquids and Glasses , 1991 .

[46]  S. Osher,et al.  A Level Set Formulation of Eulerian Interface Capturing Methods for Incompressible Fluid Flows , 1996 .

[47]  Martin,et al.  Atomic mobility in Cahn's diffusion model. , 1990, Physical review. B, Condensed matter.

[48]  J. Warren,et al.  Prediction of dendritic growth and microsegregation patterns in a binary alloy using the phase-field method , 1995 .

[49]  H. Müller-Krumbhaar,et al.  Phase-field models for moving boundary problems: Controlling metastability and anisotropy , 1995 .

[50]  Frédéric Soisson,et al.  Effects of the Interaction between Order Parameter and Concentration on the Kinetics of Antiphase Boundary Motion , 1995 .

[51]  Takao Ohta,et al.  Kinetics of fluctuations for systems undergoing phase transitions - interfacial approach , 1983 .

[52]  Collins,et al.  Diffuse interface model of diffusion-limited crystal growth. , 1985, Physical review. B, Condensed matter.

[53]  Karma,et al.  Interface dynamics and banding in rapid solidification. , 1993, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[54]  V. Radmilović,et al.  Catalyzed precipitation in Al-Cu-Si , 2000 .

[55]  Britta Nestler,et al.  A multi-phase-field model of eutectic and peritectic alloys: numerical simulation of growth structures , 2000 .

[56]  Christoph Beckermann,et al.  Mathematical Modeling of Transport Phenomena During Alloy Solidification , 1993 .

[57]  Heike Emmerich,et al.  Confinement effects in dendritic growth , 1999 .

[58]  Toshio Suzuki,et al.  Recent advances in the phase-field model for solidification , 2001 .

[59]  Heike Emmerich Morphology transitions at vicinal Cu surfaces based on entropic step-step interaction and diffusion along steps , 2002 .

[60]  Brian Cantor,et al.  The nucleation of solidification in liquid droplets embedded in a solid matrix , 1997 .

[61]  Wolfgang H. Müller,et al.  A study of the coarsening in tin/lead solders , 2000 .

[62]  Remo Guidieri Res , 1995, RES: Anthropology and Aesthetics.

[63]  Fife,et al.  Higher-order phase field models and detailed anisotropy. , 1986, Physical review. B, Condensed matter.

[64]  J. Taylor,et al.  II—mean curvature and weighted mean curvature , 1992 .

[65]  A. Karma,et al.  Quantitative phase-field modeling of dendritic growth in two and three dimensions , 1996 .

[66]  Kenneth F. Kelton,et al.  Kinetic model for nucleation in partitioning systems , 2000 .

[67]  Andrew G. Glen,et al.  APPL , 2001 .

[68]  Geoffrey B. McFadden,et al.  Phase-field model for solidification of a eutectic alloy , 1996, Proceedings of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences.

[69]  Karma,et al.  Pattern selection in a boundary-layer model of dendritic growth in the presence of impurities. , 1985, Physical review. A, General physics.

[70]  Oliver Penrose,et al.  A mean-field equation of motion for the dynamic Ising model , 1991 .

[71]  M. Grant,et al.  Modeling elastic and plastic deformations in nonequilibrium processing using phase field crystals. , 2003, Physical review. E, Statistical, nonlinear, and soft matter physics.

[72]  Jeffrey J. Hoyt,et al.  The continuum theory of nucleation in multicomponent systems , 1990 .

[73]  A. Fisher,et al.  The Theory of critical phenomena , 1992 .

[74]  Sam R. Coriell,et al.  Oscillatory morphological instabilities due to non-equilibrium segregation , 1983 .

[75]  G. G. Stokes "J." , 1890, The New Yale Book of Quotations.

[76]  John W. Cahn,et al.  Crystal shapes and phase equilibria: A common mathematical basis , 1996 .

[77]  Peter Harrowell,et al.  Density-functional theory of the kinetics of crystallization of hard-sphere suspensions: Single conserved order parameter , 1997 .

[78]  James D. Gunton,et al.  Growth of fluctuations in quenched time-dependent Ginzburg-Landau model systems , 1978 .

[79]  Robert F. Sekerka,et al.  Phase-field model of solidification of a binary alloy , 1998 .

[80]  Misbah,et al.  Phase instability and local dynamics in directional solidification. , 1992, Physical review. A, Atomic, molecular, and optical physics.

[81]  Martin,et al.  Kinetic features of phase separation under alloy ordering. , 1996, Physical review. B, Condensed matter.

[82]  Wagner,et al.  Density functional theory of crystal-fluid interfaces and surface melting. , 1994, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[83]  T. Biben,et al.  Tumbling of vesicles under shear flow within an advected-field approach. , 2003, Physical review. E, Statistical, nonlinear, and soft matter physics.

[84]  David Singleton,et al.  Travelling waves in phase field models of solidification , 1995, The Journal of the Australian Mathematical Society. Series B. Applied Mathematics.

[85]  B. Stinner,et al.  Multicomponent alloy solidification: phase-field modeling and simulations. , 2005, Physical review. E, Statistical, nonlinear, and soft matter physics.

[86]  Heike Emmerich,et al.  Estimation of Segregation in Iron‐Manganese Steels , 2007 .

[87]  Ihle,et al.  Fractal and compact growth morphologies in phase transitions with diffusion transport. , 1994, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[88]  E. Brener,et al.  Morphology diagram of possible structures in diffusional growth , 1998 .

[89]  Eshel Ben-Jacob,et al.  Boundary-layer model of pattern formation in solidification , 1984 .

[90]  R. Folch,et al.  Phase-field model for Hele-Shaw flows with arbitrary viscosity contrast. I. Theoretical approach. , 1999, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[91]  Reinhard Lipowsky,et al.  The conformation of membranes , 1991, Nature.

[92]  W. Helfrich Elastic Properties of Lipid Bilayers: Theory and Possible Experiments , 1973, Zeitschrift fur Naturforschung. Teil C: Biochemie, Biophysik, Biologie, Virologie.

[93]  Liu,et al.  Stability and kinetics of step motion on crystal surfaces. , 1994, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[94]  Yunzhi Wang,et al.  Quantitative phase field modeling of diffusion-controlled precipitate growth and dissolution in Ti–Al–V , 2004 .

[95]  Jürn W. P. Schmelzer,et al.  Number of clusters formed in nucleation‐growth processes , 1996 .

[96]  Gregory A Voth,et al.  Multi-scale modeling of phase separation in mixed lipid bilayers. , 2005, Biophysical journal.

[97]  Heike Emmerich,et al.  Vicinal surfaces: growth structures close to the instability threshold and far beyond , 1999 .

[98]  David J. Wollkind,et al.  The influence on a stability analysis involving a prototype solidification problem of including an interfacial surface entropy effect in the heat balance relationship at the interface , 1977 .

[99]  J. Schmelzer,et al.  Dynamics of first-order phase transitions in multicomponent systems: a new theoretical approach. , 2004, Journal of colloid and interface science.

[100]  Gustav Amberg,et al.  Semisharp phase field method for quantitative phase change simulations. , 2003, Physical review letters.

[101]  P. Mazur,et al.  Non-equilibrium thermodynamics, , 1963 .

[102]  Yu U. Wang,et al.  Phase field microelasticity theory and modeling of elastically and structurally inhomogeneous solid , 2002 .

[103]  Heike Emmerich,et al.  Investigating heterogeneous nucleation in peritectic materials via the phase-field method , 2006 .

[104]  Lemieux,et al.  Correction to the heat-balance equation and its influence on velocity selection in dendritic growth. , 1987, Physical review. A, General physics.

[105]  Wheeler,et al.  Phase-field models for anisotropic interfaces. , 1993, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[106]  Barbara E. Wyslouzil,et al.  Binary nucleation kinetics. I. Self‐consistent size distribution , 1995 .

[107]  Heike Emmerich,et al.  Modeling elastic effects in epitaxial growth , 2003 .

[108]  G Faivre,et al.  Pattern stability and trijunction motion in eutectic solidification. , 2002, Physical review. E, Statistical, nonlinear, and soft matter physics.

[109]  E. Brener,et al.  Pattern selection in two-dimensional dendritic growth , 1991 .

[110]  László Gránásy,et al.  Cahn–Hilliard theory with triple-parabolic free energy. I. Nucleation and growth of a stable crystalline phase , 2000 .

[111]  W. Carter,et al.  A continuum model of grain boundaries , 2000 .

[112]  Brener Needle-crystal solution in three-dimensional dendritic growth. , 1993, Physical review letters.

[113]  Ray W. Ogden,et al.  Elastic surface—substrate interactions , 1999, Proceedings of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences.

[114]  B. M. Fulk MATH , 1992 .

[115]  Morton E. Gurtin,et al.  A phase-field theory for solidification based on a general anisotropic sharp-interface theory with interfacial energy and entropy , 1996 .

[116]  Peter Galenko,et al.  Phase-field model with relaxation of the diffusion flux in nonequilibrium solidification of a binary system , 2001 .

[117]  Jürn W. P. Schmelzer,et al.  Reconciling Gibbs and van der Waals: A new approach to nucleation theory , 2000 .

[118]  J. Langer Instabilities and pattern formation in crystal growth , 1980 .

[119]  Ericka Stricklin-Parker,et al.  Ann , 2005 .

[120]  Long-Qing Chen Computer simulation of spinodal decomposition in ternary systems , 1994 .

[121]  Paul C. Fife,et al.  On the relation between the standard phase-field model and a “thermodynamically consistent” phase-field model , 1993 .

[122]  T. W. Secomb,et al.  Red blood cell mechanics and capillary blood rheology , 1991, Cell Biophysics.

[123]  Ronald F. Boisvert,et al.  Morphological stability of a binary alloy during directional solidification: initial transient , 1994 .

[124]  A. Karma,et al.  Phase-field method for computationally efficient modeling of solidification with arbitrary interface kinetics. , 1996, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[125]  R. Becker,et al.  Kinetische Behandlung der Keimbildung in übersättigten Dämpfen , 1935 .

[126]  H. Uesaka,et al.  Pattern formation in the crystallization of ascorbic acid , 2002 .

[127]  M. Bellac,et al.  Nonequilibrium statistical mechanics , 2007, Physics Subject Headings (PhySH).

[128]  P. Hohenberg,et al.  Theory of Dynamic Critical Phenomena , 1977 .

[129]  Britta Nestler,et al.  Phase-field model for solidification of a monotectic alloy with convection , 2000 .

[130]  N. Goldenfeld,et al.  Phase field model for three-dimensional dendritic growth with fluid flow. , 2001, Physical review. E, Statistical, nonlinear, and soft matter physics.

[131]  Suresh V. Garimella,et al.  Nonlinear interface stability analysis of alloy solidification including effects of surface energy , 1994 .

[132]  W. Carter,et al.  Vector-valued phase field model for crystallization and grain boundary formation , 1998 .

[133]  Jean Bragard,et al.  Linking Phase-Field and Atomistic Simulations to Model Dendritic Solidification in Highly Undercooled Melts , 2001 .

[134]  M Plapp,et al.  Eutectic colony formation: a stability analysis. , 1999, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[135]  J. S. Rowlinson,et al.  Translation of J. D. van der Waals' “The thermodynamik theory of capillarity under the hypothesis of a continuous variation of density” , 1979 .

[136]  G. Ehrlich,et al.  Direct observation of individual atoms on metals , 1977 .

[137]  Herbert Levine,et al.  Pattern selection in fingered growth phenomena , 1988 .

[138]  Heike Emmerich,et al.  Multiscale simulations of micro‐structure selection in binary alloy solidification , 2004 .

[139]  Ken Elder,et al.  SIMULATION STUDY OF NUCLEATION IN A PHASE-FIELD MODEL WITH NONLOCAL INTERACTIONS , 1998 .

[140]  J. Taylor,et al.  Overview no. 113 surface motion by surface diffusion , 1994 .

[141]  D. W. Hoffman,et al.  A vector thermodynamics for anisotropic surfaces: I. Fundamentals and application to plane surface junctions , 1972 .

[142]  Lei Zhang,et al.  A modified Mullins–Sekerka stability analysis including surface energy effects , 1993 .

[143]  Kenneth F. Kelton,et al.  Numerical modelling of crystal nucleation in glasses , 1990 .

[144]  Takao Ohta,et al.  Universal scaling in the motion of random interfaces , 1982 .

[145]  Zhigang Suo,et al.  Motions of Microscopic Surfaces in Materials , 1997 .

[146]  I. Steinbach,et al.  2D and 3D phase-field simulations of lamella and fibrous eutectic growth , 2002 .

[147]  J. Lowengrub,et al.  Quasi–incompressible Cahn–Hilliard fluids and topological transitions , 1998, Proceedings of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences.

[148]  J. Warren,et al.  Modelling polycrystalline solidification using phase field theory , 2004 .

[149]  A. Karma,et al.  Phase-Field Simulation of Solidification , 2002 .

[150]  Suzana G. Fries,et al.  Simulation of microsegregation and microstructural evolution in directionally solidified superalloys , 2000 .

[151]  Roger E. Khayat,et al.  Three‐dimensional boundary element analysis of drop deformation in confined flow for Newtonian and viscoelastic systems , 2000 .

[152]  G. Caginalp,et al.  Phase-field and sharp-interface alloy models. , 1993, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[153]  T. Pusztai,et al.  Nucleation and bulk crystallization in binary phase field theory. , 2002, Physical review letters.

[154]  Geoffrey B. McFadden,et al.  Solute trapping and solute drag in a phase-field model of rapid solidification , 1998 .

[155]  Dierk Raabe,et al.  A hybrid model for mesoscopic simulation of recrystallization , 2001 .

[156]  A. Fisher,et al.  The Theory of Critical Phenomena: An Introduction to the Renormalization Group , 1992 .

[157]  Mathis Plapp,et al.  Surface Modes and Ordered Patterns during Spinodal Decomposition of an ABv Model Alloy , 1997 .

[158]  D. M. Herlach,et al.  Observation of Phase Selection from Dendrite Growth in Undercooled Fe-Ni-Cr Melts , 1997 .

[159]  P. J. Phillips,et al.  Handbook of Crystal Growth , 1993 .

[160]  K R Elder,et al.  Sharp interface limits of phase-field models. , 2001, Physical review. E, Statistical, nonlinear, and soft matter physics.

[161]  Robert Almgren,et al.  Second-Order Phase Field Asymptotics for Unequal Conductivities , 1999, SIAM J. Appl. Math..

[162]  Paul C. Fife,et al.  Thermodynamically consistent models of phase-field type for the kinetics of phase transitions , 1990 .

[163]  J. Tiaden,et al.  COUPLING OF MULTICOMPONENT THERMODYNAMIC DATABASES TO A PHASE FIELD MODEL: APPLICATION TO SOLIDIFICATION AND SOLID STATE TRANSFORMATIONS OF SUPERALLOYS , 2000 .

[164]  David Turnbull,et al.  Rate of Nucleation in Condensed Systems , 1949 .

[165]  J. Simmons,et al.  Microscopic master equation approach to diffusional transformations in inhomogeneous systems—single-site approximation and direct exchange mechanism , 1994 .

[166]  Daan Frenkel,et al.  Homogeneous nucleation and the Ostwald step rule , 1999 .

[167]  E. Brener,et al.  THREE-DIMENSIONAL GROWTH MORPHOLOGIES IN DIFFUSION-CONTROLLED CHANNEL GROWTH , 1997 .

[168]  István Gyarmati,et al.  Non-equilibrium Thermodynamics , 1970 .

[169]  A. L. Greer,et al.  Modelling of inoculation of metallic melts : Application to grain refinement of aluminium by Al-Ti-B , 2000 .

[170]  D. Herlach,et al.  Solidification and Crystallization , 2004 .

[171]  R. Hill Elastic properties of reinforced solids: some theoretical principles , 1963 .

[172]  Sam R. Coriell,et al.  Relative roles of heat transport and interface rearrangement rates in the rapid growth of crystals in undercooled melts , 1982 .

[173]  W. K. Burton,et al.  The growth of crystals and the equilibrium structure of their surfaces , 1951, Philosophical Transactions of the Royal Society of London. Series A, Mathematical and Physical Sciences.

[174]  Brian B. Laird,et al.  The crystal/liquid interface: structure and properties from computer simulation , 1992 .

[175]  K. Kassner,et al.  Phase-field modeling of stress-induced instabilities. , 2001, Physical review. E, Statistical, nonlinear, and soft matter physics.

[176]  A. Bray Theory of phase-ordering kinetics , 1994, cond-mat/9501089.

[177]  W. Voigt Ueber die Beziehung zwischen den beiden Elasticitätsconstanten isotroper Körper , 1889 .

[178]  Davis,et al.  Growth from a hypercooled melt near absolute stability. , 1992, Physical review. A, Atomic, molecular, and optical physics.

[179]  László Gránásy,et al.  DIFFUSE INTERFACE THEORY FOR HOMOGENEOUS VAPOR CONDENSATION , 1996 .

[180]  M. Gurtin,et al.  TWO-PHASE BINARY FLUIDS AND IMMISCIBLE FLUIDS DESCRIBED BY AN ORDER PARAMETER , 1995, patt-sol/9506001.

[181]  Heike Emmerich,et al.  The Diffuse Interface Approach in Materials Science: Thermodynamic Concepts and Applications of Phase-Field Models , 2003 .

[182]  Jie Li,et al.  Numerical Study of Flows of Two Immiscible Liquids at Low Reynolds Number , 2000, SIAM Rev..

[183]  Martin E. Glicksman,et al.  Impurity effect on dendritic growth. , 1989 .

[184]  G. Caginalp,et al.  Stefan and Hele-Shaw type models as asymptotic limits of the phase-field equations. , 1989, Physical review. A, General physics.

[185]  Fife,et al.  Phase-field methods for interfacial boundaries. , 1986, Physical review. B, Condensed matter.

[186]  A. A. Wheeler,et al.  Thermodynamically-consistent phase-field models for solidification , 1992 .

[187]  Christoph Beckermann,et al.  A unified solute diffusion model for columnar and equiaxed dendritic alloy solidification , 1993 .

[188]  Ronald Fedkiw,et al.  Level set methods and dynamic implicit surfaces , 2002, Applied mathematical sciences.

[189]  N. Goldenfeld,et al.  Adaptive Mesh Refinement Computation of Solidification Microstructures Using Dynamic Data Structures , 1998, cond-mat/9808216.

[190]  G. Wagner,et al.  The transition from ripples to islands in strained heteroepitaxial growth under low driving forces , 1998 .

[191]  James M. How Direct observation of order in the liquid at a solid-liquid interface by high-resolution transmission electron microscopy , 1996 .

[192]  Mathis Plapp,et al.  Interface dynamics in a mean-field lattice gas model:mSolute trapping, kinetic coefficient, and interface mobility , 1997 .

[193]  David Lindley,et al.  CBMS-NSF REGIONAL CONFERENCE SERIES IN APPLIED MATHEMATICS , 2010 .

[194]  Mario Castro,et al.  Phase-field approach to heterogeneous nucleation , 2003 .

[195]  G. Caginalp An analysis of a phase field model of a free boundary , 1986 .

[196]  G. Meyrick,et al.  Phase Transformations in Metals and Alloys , 1973 .

[197]  Robert F. Sekerka,et al.  Forces due to fluctuations in the anisotropic phase-field model of solidification , 1999 .

[198]  J. Sethian,et al.  Fronts propagating with curvature-dependent speed: algorithms based on Hamilton-Jacobi formulations , 1988 .

[199]  Karma,et al.  Phase-field model of eutectic growth. , 1994, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[200]  J. Warren,et al.  A general mechanism of polycrystalline growth , 2004, Nature materials.

[201]  M. Glicksman,et al.  Dendritic growth velocities in microgravity. , 1994, Physical review letters.

[202]  Jan Schroers,et al.  Crystal nucleation in deeply undercooled melts of bulk metallic glass forming systems , 2002 .

[203]  Takao Ohta,et al.  Kinetic Drumhead Models of Interface. II , 1982 .

[204]  Pil-Ryung Cha,et al.  A phase field model for isothermal solidification of multicomponent alloys , 2001 .

[205]  Liya L. Regel,et al.  Influence of freezing rate oscillations and convection on eutectic microstructure , 2001 .

[206]  J. Vance,et al.  Growth and Perfection of Crystals. , 1959 .

[207]  S. Akamatsu,et al.  Experimental determination of the stability diagram of a lamellar eutectic growth front , 1997 .

[208]  Tomoyuki Nagaya,et al.  Pattern Formation in Liquid Crystals , 1993 .

[209]  John H. Perepezko,et al.  Solidification of Atomized Liquid Droplets , 2002 .

[210]  László Gránásy,et al.  Interfacial properties deduced from nucleation experiments: A Cahn–Hilliard analysis , 2002 .

[211]  László Gránásy,et al.  Diffuse interface analysis of crystal nucleation in hard-sphere liquid , 2002 .

[212]  Long-Qing Chen Phase-Field Models for Microstructure Evolution , 2002 .

[213]  P. Demo,et al.  Transient nucleation in binary ideal solution , 1995 .

[214]  Toshio Suzuki,et al.  Phase-field model for solidification of ternary alloys coupled with thermodynamic database , 2003 .

[215]  L. Gránásy,et al.  Diffuse Interface Approach to Vapour Condensation , 1993 .

[216]  László Gránásy,et al.  Nucleation and growth in cluster dynamics: A quantitative test of the classical kinetic approach , 2000 .

[217]  J. Cahn,et al.  A microscopic theory for antiphase boundary motion and its application to antiphase domain coasening , 1979 .

[218]  John W. Cahn,et al.  On Spinodal Decomposition , 1961 .

[219]  Ingo Steinbach,et al.  A generalized field method for multiphase transformations using interface fields , 1999 .

[220]  Vittorio Cristini,et al.  Drop breakup in three-dimensional viscous flows , 1998 .

[221]  Klaus Kassner,et al.  PATTERN FORMATION IN FIRST-ORDER PHASE TRANSITIONS , 1992 .

[222]  P. Canham The minimum energy of bending as a possible explanation of the biconcave shape of the human red blood cell. , 1970, Journal of theoretical biology.

[223]  L. J. T. M. Kempers,et al.  A comprehensive thermodynamic theory of the Soret effect in a multicomponent gas, liquid, or solid , 2001 .

[224]  Faivre,et al.  Traveling waves, two-phase fingers, and eutectic colonies in thin-sample directional solidification of a ternary eutectic alloy , 2000, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[225]  Udo Seifert,et al.  Configurations of fluid membranes and vesicles , 1997 .

[226]  Won Tae Kim,et al.  Numerical Simulation of Peritectic Reaction Using a Multi-phase-field Model , 1999 .

[227]  Kiyotaka Sato,et al.  Formation of n-alcohol crystallites from solution , 2001 .

[228]  D. M. Anderson,et al.  DIFFUSE-INTERFACE METHODS IN FLUID MECHANICS , 1997 .

[229]  Xiaolin Li,et al.  Robust Computational Algorithms for Dynamic Interface Tracking in Three Dimensions , 1999, SIAM J. Sci. Comput..

[230]  F. Almgren,et al.  Curvature-driven flows: a variational approach , 1993 .

[231]  Karma,et al.  Numerical Simulation of Three-Dimensional Dendritic Growth. , 1996, Physical review letters.

[232]  J. Langer Models of Pattern Formation in First-Order Phase Transitions , 1986 .

[233]  László Gránásy,et al.  Comparison of experiments and modern theories of crystal nucleation , 1997 .

[234]  R. L. Davidchack,et al.  Simulation of the hard-sphere crystal–melt interface , 1998 .

[235]  Robert F. Sekerka,et al.  Fluctuations in the phase-field model of solidification , 2000 .

[236]  Andersen,et al.  10(6)-particle molecular-dynamics study of homogeneous nucleation of crystals in a supercooled atomic liquid. , 1990, Physical review. B, Condensed matter.

[237]  F. Horne,et al.  The Dufour effect , 1973 .

[238]  Gunduz Caginalp,et al.  Phase field equations in the singular limit of sharp interface problems , 1992 .

[239]  Alain Karma,et al.  Eutectic colony formation: a phase-field study. , 2002, Physical review. E, Statistical, nonlinear, and soft matter physics.

[240]  Christopher M Wolverton,et al.  Multiscale modeling of θ′ precipitation in Al–Cu binary alloys , 2004 .

[241]  Dietrich Stauffer,et al.  Statistical theory of nucleation, condensation and coagulation , 1976 .

[242]  R. Folch,et al.  Phase-field model for Hele-Shaw flows with arbitrary viscosity contrast. II. Numerical study. , 1999, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[243]  Michael E. Fisher,et al.  The renormalization group in the theory of critical behavior , 1974 .

[244]  Paul C. Fife,et al.  A phase-field model for diffusion-induced grain-boundary motion , 1997 .

[245]  R. Skalak,et al.  Flow of axisymmetric red blood cells in narrow capillaries , 1986, Journal of Fluid Mechanics.

[246]  E. Wallach,et al.  A phase-field model coupled with a thermodynamic database , 2003 .

[247]  Jeff Simmons,et al.  Phase field modeling of simultaneous nucleation and growth by explicitly incorporating nucleation events , 2000 .

[248]  A. Karma,et al.  Multiscale random-walk algorithm for simulating interfacial pattern formation. , 2000, Physical review letters.

[249]  David P. Landau,et al.  Phase transitions and critical phenomena , 1989, Computing in Science & Engineering.

[250]  David George Caraballo A variational scheme for the evolution of polycrystals by curvature , 1997 .

[251]  J. Schmelzer,et al.  Kinetics of formation of a phase with an arbitrary stoichiometric composition in a multicomponent solid solution. , 2002, Physical review. E, Statistical, nonlinear, and soft matter physics.

[252]  Hamid Assadi A Phase‐Field Model for Crystallization into Multiple Grain Structures , 2005 .

[253]  Ralf Busch,et al.  Continuous refinement of the microstructure during crystallization of supercooled Zr41Ti14Cu12Ni10Be23 melts , 1999 .

[254]  Sam R. Coriell,et al.  The effect of fluid flow due to the crystal-melt density change on the growth of a parabolic isothermal dendrite , 1986 .

[255]  Michel J. Zwanenburg,et al.  Layering of a liquid metal in contact with a hard wall , 1997, Nature.

[256]  D Jasnow,et al.  Critical phenomena at interfaces , 1984 .

[257]  Carey K. Bagdassarian,et al.  Crystal nucleation and growth from the undercooled liquid: A nonclassical piecewise parabolic free‐energy model , 1994 .

[258]  Phil Won Yu,et al.  Optical characteristics of self-assembled InAs quantum dots with InGaAs grown by a molecular beam epitaxy , 2004 .

[259]  Harald Garcke,et al.  Second order phase field asymptotics for multi-component systems , 2006 .

[260]  D. Herlach,et al.  Nucleation and phase selection in undercooled Fe-Cr-Ni melts: Part I. Theoretical analysis of nucleation behavior , 1997 .

[261]  P. C. Hohenberg,et al.  Renormalization-group methods for critical dynamics: I. Recursion relations and effects of energy conservation , 1974 .

[262]  J. E. Hilliard,et al.  Free Energy of a Nonuniform System. I. Interfacial Free Energy , 1958 .

[263]  Christopher M. Care,et al.  Computer simulation of liquid crystals , 2005 .