Source: Ann. Probab. Volume 28, Number 4
(2000), 1470-1527.
We consider a model of diffusion in random media with a two-way
coupling (i.e., a model in which the randomness of the medium influences the
diffusing particles and where the diffusing particles change the medium). In
this particular model, particles are injected at the origin with a
time-dependent rate and diffuse among random traps. Each trap has a finite
(random) depth, so that when it has absorbed a finite (random) number of
particles it is “saturated,” and it no longer acts as a trap.
This model comes from a problem of nuclear waste management. However, a very
similar model has been studied recently by Gravner and Quastel with different
tools (hydrodynamic limits). We compute the asymptotic behavior of the
probability of survival of a particle born at some given time, both in the
annealed and quenched cases, and show that three different situations occur
depending on the injection rate. For weak injection, the typical survival
strategy of the particle is as in Sznitman and the asymptotic behavior of this
survival probability behaves as if there was no saturation effect. For medium
injection rate, the picture is closer to that of internal DLA, as given by
Lawler, Bramson and Griffeath. For large injection rates, the picture is less
understood except in dimension one.
References
[1] Antal, P. (1994). Trapping problems for the simple random walk. Thesis, ETH, Z ¨urich.
[2] Antal, P. (1995). Enlargement of obstacles for the simple random walk. Ann. Probab. 23 1061-1101.
[3] Ben Arous, G., Quastel, J. and Ram´irez, A. F. (2000). Internal DLA in a random environment. Unpublished manuscript.
[4] Dembo, A. and Zeitouni O. (1998). Large Deviations Techniques and Applications. Springer, New York.
[5] Diaconis, P. and Fulton, W. (1991). A growth model, a game, an algebra, Lagrange inversion, and characteristic classes. Rend. Sem. Mat. Univ. Politec Torino 49 95-119.
[6] Donsker, M. and Varadhan, S. R. S. (1975). Asymptotics for the Wiener sausage. Comm. Pure Appl. Math. 28 525-565.
[7] Donsker, M. and Varadhan, S. R. S. (1979). On the number of distinct sites visited by a random walk. Comm. Pure Appl. Math. 32 721-747.
[8] Funaki, T. (1999). Free boundary problem from stochastic lattice gas model. Ann. Inst. H. Poincair´e Probab. Statist. 35 573-603.
[9] Gravner, J. and Quastel, J. (2000). Internal DLA and the Stefan problem. Ann. Probab. 28 1528-1562.
[10] Grimmett, G. (1989). Percolation. Springer, New York.
[11] Krug, J. and Spohn, H. (1991). Kinetic roughening of growing surfaces. In Solids Far From Equilibrium (C. Godr eche, ed.) 479-582. Cambridge Univ. Press.
[12] Lawler, G. (1991). Intersection of Random Walks. Birkh¨auser, Ann Arbor.
[13] Lawler, G., Bramson, M. and Griffeath, D. (1992). Internal diffusion limited aggregation. Ann. Probab. 20 2117-2140.
[14] Stroock, D. and Zheng, W. (1997). Markov chain approximations to symmetric diffusions. Ann. Inst. H. Poincar´e 33 619-649.
[15] Sznitman, A. S. (1990). Lifschitz tail and Wiener sausage I. J. Funct. Anal. 94 223-246.
[16] Sznitman, A. S. (1997). Capacity and principal eigenvalues: the method of enlargement of obstacles revisited. Ann. Probab. 25 1180-1209.
[17] Sznitman, A. S. (1998). Brownian Motion Obstacles and Random Media. Springer, Berlin.
[18] Sznitman, A. S. (1997). Fluctuations of principal eigenvalues and random scales. Comm. Math. Phys. 189 337-363.