|
Maximum norms of random sums and transient pattern formation
Author(s):
Thomas
Wanner
Journal:
Trans. Amer. Math. Soc.
356
(2004),
2251-2279.
MSC (2000):
Primary 35K35, 35B05, 42A61
Posted:
October 8, 2003
Retrieve article in:
PDF
Abstract |
References |
Similar articles |
Additional information
Abstract:
Many interesting and complicated patterns in the applied sciences are formed through transient pattern formation processes. In this paper we concentrate on the phenomenon of spinodal decomposition in metal alloys as described by the Cahn-Hilliard equation. This model depends on a small parameter, and one is generally interested in establishing sharp lower bounds on the amplitudes of the patterns as the parameter approaches zero. Recent results on spinodal decomposition have produced such lower bounds. Unfortunately, for higher-dimensional base domains these bounds are orders of magnitude smaller than what one would expect from simulations and experiments. The bounds exhibit a dependence on the dimension of the domain, which from a theoretical point of view seemed unavoidable, but which could not be observed in practice. In this paper we resolve this apparent paradox. By employing probabilistic methods, we can improve the lower bounds for certain domains and remove the dimension dependence. We thereby obtain optimal results which close the gap between analytical methods and numerical observations, and provide more insight into the nature of the decomposition process. We also indicate how our results can be adapted to other situations.
References:
-
- 1.
- R. A. Adams.
Sobolev Spaces. Academic Press, San Diego - London, 1975. MR 56:9247 - 2.
- R. Aurich, A. Bäcker, R. Schubert, and M. Taglieber.
Maximum norms of chaotic quantum eigenstates and random waves. Physica D, 129:1-14, 1999. MR 2000d:81042 - 3.
- F. Bai, C. M. Elliott, A. Gardiner, A. Spence, and A. M. Stuart.
The viscous Cahn-Hilliard equation. Part I: Computations. Nonlinearity, 8:131-160, 1995. MR 95m:35082 - 4.
- F. Bai, A. Spence, and A. M. Stuart.
Numerical computations of coarsening in the one-dimensional Cahn-Hilliard model of phase separation. Physica D, 78:155-165, 1994. MR 95g:65136 - 5.
- H. Bauer.
Probability Theory. de Gruyter, Berlin, 1996. MR 97f:60001 - 6.
- J. F. Blowey and C. M. Elliott.
The Cahn-Hilliard gradient theory for phase separation with nonsmooth free energy. I. Mathematical analysis. European Journal of Applied Mathematics, 2:233-280, 1991. MR 93a:35025 - 7.
- J. F. Blowey and C. M. Elliott.
The Cahn-Hilliard gradient theory for phase separation with nonsmooth free energy. II. Numerical analysis. European Journal of Applied Mathematics, 3:147-179, 1992. MR 93g:80007 - 8.
- J. W. Cahn.
Free energy of a nonuniform system. II. Thermodynamic basis. Journal of Chemical Physics, 30:1121-1124, 1959. - 9.
- J. W. Cahn.
Phase separation by spinodal decomposition in isotropic systems. Journal of Chemical Physics, 42:93-99, 1965. - 10.
- J. W. Cahn.
Spinodal decomposition. Transactions of the Metallurgical Society of AIME, 242:166-180, 1968. - 11.
- J. W. Cahn and J. E. Hilliard.
Free energy of a nonuniform system I. Interfacial free energy. Journal of Chemical Physics, 28:258-267, 1958. - 12.
- D. L. Cohn.
Measure Theory. Birkhäuser, Boston - Basel - Stuttgart, 1980. MR 81k:28001 - 13.
- M. I. M. Copetti.
Numerical analysis of nonlinear equations arising in phase transition and thermoelasticity. Ph.D. thesis, University of Sussex, 1991. - 14.
- M. I. M. Copetti and C. M. Elliott.
Kinetics of phase decomposition processes: Numerical solutions to Cahn-Hilliard equation. Materials Science and Technology, 6:273-283, 1990. - 15.
- K. R. Elder and R. C. Desai.
Role of nonlinearities in off-critical quenches as described by the Cahn-Hilliard model of phase separation. Physical Review B, 40:243-254, 1989. - 16.
- K. R. Elder, T. M. Rogers, and R. C. Desai.
Early stages of spinodal decomposition for the Cahn-Hilliard-Cook model of phase separation. Physical Review B, 38:4725-4739, 1988. - 17.
- C. M. Elliott.
The Cahn-Hilliard model for the kinetics of phase separation. In J. F. Rodrigues, editor, Mathematical Models for Phase Change Problems, pages 35-73. Birkhäuser, Basel, 1989. MR 91c:80014 - 18.
- C. M. Elliott and D. A. French.
Numerical studies of the Cahn-Hilliard equation for phase separation. IMA Journal of Applied Mathematics, 38:97-128, 1987. MR 90f:80004 - 19.
- I. R. Epstein and J. A. Pojman.
An Introduction to Nonlinear Chemical Dynamics: Oscillations, Waves, Patterns, and Chaos. Oxford University Press, Oxford - New York, 1998. - 20.
- P. C. Fife.
Models for phase separation and their mathematics. Electronic Journal of Differential Equations, 2000(48):1-26, 2000. MR 2001k:35147 - 21.
- H. Garcke, S. Maier-Paape, and U. Weikard.
Spinodal decomposition in the presence of elastic interactions. In S. Hildebrandt and H. Karcher, editors, Geometric Analysis and Nonlinear Partial Differential Equations, pages 603-635. Springer-Verlag, Berlin, 2002. - 22.
- C. P. Grant.
Spinodal decomposition for the Cahn-Hilliard equation. Communications in Partial Differential Equations, 18:453-490, 1993. MR 94b:35147 - 23.
- D. Henry.
Geometric Theory of Semilinear Parabolic Equations, volume 840 of Lecture Notes in Mathematics. Springer-Verlag, Berlin - Heidelberg - New York, 1981. MR 83j:35084 - 24.
- J. E. Hilliard.
Spinodal decomposition. In H. I. Aaronson, editor, Phase Transformations, pages 497-560. American Society for Metals, Metals Park, Ohio, 1970. - 25.
- J. M. Hyde, M. K. Miller, M. G. Hetherington, A. Cerezo, G. D. W. Smith, and C. M. Elliott.
Spinodal decomposition in Fe-Cr alloys: Experimental study at the atomic level and comparison with computer models. Acta metallurgica et materialia, 43:3385-3426, 1995. - 26.
- J.-P. Kahane.
Some Random Series of Functions. Cambridge University Press, Cambridge - London - New York, second edition, 1985. MR 87m:60119 - 27.
- J. S. Langer.
Theory of spinodal decomposition in alloys. Annals of Physics, 65:53-86, 1971. - 28.
- S. Maier-Paape and T. Wanner.
Spinodal decomposition for the Cahn-Hilliard equation in higher dimensions. Part I: Probability and wavelength estimate. Communications in Mathematical Physics, 195(2):435-464, 1998. MR 99h:35111 - 29.
- S. Maier-Paape and T. Wanner.
Spinodal decomposition for the Cahn-Hilliard equation in higher dimensions: Nonlinear dynamics. Archive for Rational Mechanics and Analysis, 151(3):187-219, 2000. MR 2001d:35083 - 30.
- R. J. Muirhead.
Aspects of Multivariate Statistical Theory. Wiley, New York, 1982. MR 84c:62073 - 31.
- J. D. Murray.
Mathematical Biology. Springer-Verlag, Berlin, second edition, 1993. MR 94j:92002 - 32.
- E.-M. Nash.
Finite-Elemente und Spektral-Galerkin Verfahren zur numerischen Lösung der Cahn-Hilliard Gleichung und verwandter nichtlinearer Evolutionsgleichungen. Ph.D. thesis, Universität Augsburg, 2000. - 33.
- E. Sander and T. Wanner.
Monte Carlo simulations for spinodal decomposition. Journal of Statistical Physics, 95(5-6):925-948, 1999. - 34.
- E. Sander and T. Wanner.
Unexpectedly linear behavior for the Cahn-Hilliard equation. SIAM Journal on Applied Mathematics, 60(6):2182-2202, 2000. MR 2001i:35161 - 35.
- E. Sander and T. Wanner.
Pattern formation in a nonlinear model for animal coats. Journal of Differential Equations, 191(1):143-174, 2003. - 36.
- A. M. Turing.
The chemical basis of morphogenesis. Philosophical Transactions of the Royal Society of London, 237B:37-72, 1952.
Similar Articles:
Retrieve articles in Transactions of the American Mathematical Society
with MSC
(2000):
35K35, 35B05, 42A61
Retrieve articles in all Journals with MSC
(2000):
35K35, 35B05, 42A61
Additional Information:
Thomas
Wanner
Affiliation:
Department of Mathematical Sciences, George Mason University, Fairfax, Virginia 22030
Email:
wanner@math.gmu.edu
DOI:
10.1090/S0002-9947-03-03480-9
PII:
S 0002-9947(03)03480-9
Keywords:
Spinodal decomposition,
Cahn-Hilliard equation,
pattern formation,
probabilistic aspects,
random sums of functions
Received by editor(s):
September 3, 2002
Posted:
October 8, 2003
Copyright of article:
Copyright
2003,
American Mathematical Society
|