Gelation and critical phenomena

For the critical exponents near the sol-gel phase transition, classical theories like those of Flory and Stockmayer predict one set of exponents, whereas scaling theories based on lattice percolation predict different exponents. The two groups of theories differ in their treatment of intramolecular loops, space dimensionality and excluded volume effects. In this article, the differences and similarities between the results of the competing theories are reviewed. For example, a gel fraction like (p-pc)β vanishes for conversion factors p very close to the gel point pc, the weight average molecular weight diverges as (pc-p)−γ for p very slightly below pc, and the radius of macromolecules at the gel point p=pc varies as the ϱ-th power of the number of monomers in that macromolecule. Classical theories predict β=γ=1 and ϱ=1/4 whereas the percolation theory gives β ≃ 0.45, γ ≃ 1.74 and ϱ ≃ 0.40. We also generalize the percolation concept to include interaction effects and concentration fluctuations; in this case the sol-gel phase transition may be connected with a phase separation.

[1]  H. Eugene Stanley,et al.  Interpretation of the unusual behavior of H2O and D2O at low temperatures: Tests of a percolation model , 1980 .

[2]  P. Rempp,et al.  Investigation of the radical copolymerization of styrene and divinylbenzene , 1979 .

[3]  K. Kaski,et al.  Real space renormalization group study of the percolation properties of two dimensional lattice gas models , 1981 .

[4]  D. Stauffer,et al.  Remark on percolative phase transitions without infinite network , 1981 .

[5]  S. Whittington,et al.  Percolation on a randomly expanded lattice: a model of polymer gels , 1982 .

[6]  R. B. Potts Some generalized order-disorder transformations , 1952, Mathematical Proceedings of the Cambridge Philosophical Society.

[7]  D. Stauffer,et al.  Correlation-length exponent in two-dimensional percolation and Potts model , 1981 .

[8]  B. Mandelbrot,et al.  Fractals: Form, Chance and Dimension , 1978 .

[9]  J. Roussenq Behavior of small droplets in a new model for nucleation , 1981 .

[10]  P. Reynolds,et al.  Universality of “four-coordinated” correlated percolation and random percolation , 1980 .

[11]  G. Batchelor The effect of Brownian motion on the bulk stress in a suspension of spherical particles , 1977, Journal of Fluid Mechanics.

[12]  J. Marro Universality test for critical amplitudes in two dimensional percolation , 1976 .

[13]  M. Napiórkowski,et al.  Correlated percolation on a quadratic lattice , 1980 .

[14]  D. Stauffer Possible interpretation of the Sykes-Gaunt exponent for the mean cluster size near Tc , 1977 .

[15]  M. Gordon,et al.  The structure and properties of molecular trees and networks , 1975 .

[16]  George B. Benedek,et al.  Measurement of the Cluster Size Distributions for High Functionality Antigens Cross-Linked by Antibody , 1980 .

[17]  C. Macosko,et al.  Structure and Viscosity of Poly(dimethylsiloxanes) with Random Branches , 1979 .

[18]  Paul J. Flory,et al.  Molecular Size Distribution in Three Dimensional Polymers. I. Gelation1 , 1941 .

[19]  J. Cotton Polymer excluded volume exponent v : An experimental verification of the n vector model for n = 0 , 1980 .

[20]  Robert M. Ziff,et al.  Kinetics of polymer gelation , 1980 .

[21]  D. Sievers Viscosity calculation of polydisperse branching polymers near gel point , 1980 .

[22]  M. Daoud Vulcanization and critical exponents , 1979 .

[23]  R. Zallen Polychromatic percolation: Coexistence of percolating species in highly connected lattices , 1977 .

[24]  D. Heermann,et al.  Phase diagram for three-dimensional correlated site-bond percolation , 1981 .

[25]  P. Gennes Critical behaviour for vulcanization processes , 1977 .

[26]  S. Redner,et al.  Percolation properties of a three-dimensional random resistor-diode network , 1981 .

[27]  Theory of Branching Processes and Statistics of Rubber Elasticity , 1965 .

[28]  P. Gennes Critical dimensionality for a special percolation problem , 1975 .

[29]  D. Stauffer,et al.  Percolative phase transition without the appearance of an infinite network , 1981 .

[30]  P. Leath,et al.  Bootstrap percolation transitions on real lattices , 1981 .

[31]  D. Gaunt,et al.  Series estimate of the exponent β for bond percolation on a simple cubic lattice , 1981 .

[32]  Walter H. Stockmayer,et al.  Theory of Molecular Size Distribution and Gel Formation in Branched‐Chain Polymers , 1943 .

[33]  J. W. Essam,et al.  Some Cluster Size and Percolation Problems , 1961 .

[34]  J. Joanny Gel formation in ionomers , 1980 .

[35]  D. Stauffer Can percolation theory be applied to critical phenomena at gel points? , 1981 .

[36]  Anneke Levelt Sengers,et al.  Critical‐point universality and fluids , 1977 .

[37]  J. Bacri,et al.  New method of viscosity measurement near the gelatin sol-gel transition , 1980 .

[38]  D. Durand,et al.  Mechanical properties near gelation threshold, comparison with classical and 3d percolation theories , 1981 .

[39]  A. Coniglio,et al.  Polymer chains and vulcanisation , 1979 .

[40]  H. Müller-krumbhaar Percolation in a lattice system with particle interaction , 1974 .

[41]  J. W. Kennedy,et al.  Rayleigh Scattering from Solutions of Critically Branched Polycondensates , 1973 .

[42]  Amnon Aharony,et al.  Universal critical amplitude ratios for percolation , 1980 .

[43]  Sidney Redner,et al.  Percolation and conduction in a random resistor-diode network , 1981 .

[44]  J. W. Essam,et al.  Exact Critical Percolation Probabilities for Site and Bond Problems in Two Dimensions , 1964 .

[45]  Manfred Schmidt,et al.  Critical exponents in polymers: a sol-gel study of anionically prepared styrene-divinylbenzene copolymers , 1981 .

[46]  Giorgio Parisi,et al.  Critical Behavior of Branched Polymers and the Lee-Yang Edge Singularity , 1981 .

[47]  J. Essam,et al.  The scaling laws for percolation processes , 1971 .

[48]  J. Kertész,et al.  Threshold and scaling in percolation with restricted valence , 1982 .

[49]  F. Family,et al.  Crossover from percolation to random animals and compact clusters , 1980 .

[50]  P. Flory Principles of polymer chemistry , 1953 .

[51]  W. Burchard Angular Distribution of Rayleigh Scattering from Branched Polycondensates. Amylopectin and Glycogen Types , 1972 .

[52]  H. Gould,et al.  Diffusivity and radius of random animals, percolation clusters and compact clusters , 1981 .

[53]  J. Demongeot,et al.  Numerical methods in the study of critical phenomena : proceedings of a colloquium, Carry-le-Rouet, France, June 2-4, 1980 , 1981 .

[54]  H. Kunz,et al.  Essential singularity in percolation problems and asymptotic behavior of cluster size distribution , 1978 .

[55]  Scott Kirkpatrick,et al.  An introduction to percolation theory , 1971 .

[56]  D. S. Gaunt,et al.  Percolation with restricted valence , 1979 .

[57]  D. Stauffer,et al.  Fluctuations of the infinite network in percolation theory , 1980 .

[58]  P. Reynolds,et al.  Radius of clusters at the percolation threshold: A position space renormalization group study , 1981 .

[59]  W. Burchard,et al.  Characterization of special inhomogeneities in polymer networks by their properties in the pre-gel state , 1981 .

[60]  P. Hohenberg,et al.  Universal relations among thermodynamic critical amplitudes , 1976 .

[61]  Michael E. Fisher,et al.  Critical Probabilities for Cluster Size and Percolation Problems , 1961 .

[62]  J. Torkington,et al.  Scrutiny of the critical exponent paradigm, as exemplified by gelation , 1981 .

[63]  O. Penrose,et al.  Growth of clusters in a first-order phase transition , 1978 .

[64]  P. Manneville,et al.  Percolation and Gelation by Additive Polymerization , 1981 .

[65]  P. G. de Gennes,et al.  On a relation between percolation theory and the elasticity of gels , 1976 .

[66]  A. Coniglio,et al.  Singular behaviour of the free energy in the sol-gel transition , 1981 .

[67]  B. Gauthier-Manuel,et al.  Critical, elasticity of polyacrylamide above its gel point , 1980 .

[68]  R. Baxter Eight-Vertex Model in Lattice Statistics , 1971 .

[69]  J. W. Essam,et al.  Percolation theory , 1980 .

[70]  H. Kesten The critical probability of bond percolation on the square lattice equals 1/2 , 1980 .

[71]  M. Gordon,et al.  Dilute solution properties of critically branched systems , 1975 .

[72]  D. Stauffer,et al.  Speculations of crossover from mean-field to critical behavior for long-range site percolation , 1980 .

[73]  Toyoichi Tanaka,et al.  Phase Separation and Gelation in Gelatin Gels , 1979 .

[74]  R. Baxter Potts model at the critical temperature , 1973 .

[75]  Bruno H. Zimm,et al.  The Dimensions of Chain Molecules Containing Branches and Rings , 1949 .

[76]  Tom C. Lubensky,et al.  Field Theory for the Statistics of Branched Polymers, Gelation, and Vulcanization , 1978 .

[77]  H. Stanley,et al.  Introduction to Phase Transitions and Critical Phenomena , 1972 .

[78]  T. Barron A note on Anderson-Gruneisen functions , 1979 .

[79]  J. Hammersley,et al.  Percolation processes , 1957, Mathematical Proceedings of the Cambridge Philosophical Society.

[80]  R. Kikuchi Concept of the Long-Range Order in Percolation Problems , 1970 .

[81]  J. Bacri,et al.  Ultrasonic waves : a tool for gelation process measurements , 1980 .

[82]  K. Binder,et al.  Evidence for Fisher's Droplet Model in Simulated Two-Dimensional Cluster Distributions , 1972 .

[83]  R. Whitney,et al.  Molecular size and gel formation in branched poly(methyl methacrylate) copolymers , 1980 .

[84]  Hiromi Yamakawa,et al.  Modern Theory of Polymer Solutions , 1971 .

[85]  A. Lubensky THE CLUSTER SIZE DISTRIBUTION ABOVE THE PERCOLATION THRESHOLD , 1981 .

[86]  Michael E. Fisher,et al.  The theory of condensation and the critical point , 1967 .

[87]  D. Stauffer Gelation in concentrated critically branched polymer solutions. Percolation scaling theory of intramolecular bond cycles , 1976 .

[88]  H. Satz,et al.  A percolation approach to strongly interacting matter , 1980 .

[89]  H. Stanley,et al.  A polychromatic correlated-site percolation problem with possible relevance to the unusual behaviour of supercooled H2O and D2O , 1979 .

[90]  Eytan Domany,et al.  Directed Percolation in Two Dimensions: Numerical Analysis and an Exact Solution , 1981 .

[91]  M. Gordon,et al.  Graph-like state of matter: 12. Static and dynamic entanglements☆ , 1979 .

[92]  H. Stanley,et al.  Site-Bond Correlated-Percolation Problem: A Statistical Mechanical Model of Polymer Gelation , 1979 .

[93]  K. Binder,et al.  Selective sublattice dilution in ordered magnetic compounds: A new kind of percolation problem , 1980 .

[94]  H. Stanley,et al.  Monte Carlo tests of universality in a correlated-site percolation problem , 1980 .

[95]  D. Stauffer Scaling Theory of Percolation Clusters , 1979, Complex Media and Percolation Theory.

[96]  T. Odagaki Temperature-Dependent Percolation Problem in the Bethe Lattice , 1975 .

[97]  D. Stauffer Monte-Carlo simulation of Ising droplets in correlated site-bond percolation , 1981 .

[98]  Jean Zinn-Justin,et al.  Critical exponents from field theory , 1980 .

[99]  P. Leath,et al.  Bootstrap percolation on a Bethe lattice , 1979 .

[100]  Toyoichi Tanaka Dynamics of critical concentration fluctuations in gels , 1978 .

[101]  Antonio Coniglio,et al.  Clusters and droplets in the q-state Potts model , 1982 .

[102]  B. Derrida,et al.  Critical exponents of two-dimensional Potts and bond percolation models , 1981 .