Abstract
We study the existence and uniqueness of solutions for a class of infinite-dimensional Fokker-Planck equations on the spin lattice systems \(M^{\mathbb{Z}^d }\), where the spin space M is a non-compact Riemannian manifold. The method is based on the Stroock-Varadhan’s martingale approach, some compactness results of the general theory developed by Ethier-Kurtz, and some a priori gradient estimates.
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Albeverio S, Brzezniak Z, Dalatskii A. Stochastic differential equations on product loop manifolds. Bull Sci Math, 2003, 127: 649–667
Albeverio S, Daletskii A, Kondratiev Y. Stochastic equations and Dirichlet operators on infinite product manifolds. Infin Dimens Anal Quantum Probab Relat Top, 2003, 6: 455–488
Albeverio S, Kondratiev Y G, Röckner M. Dirichlet operators via stochastic analysis. J Funct Anal, 1995, 128: 102–132
Albeverio S, Kondratiev Y G, Röckner M. Uniqueness of the stochastic dynamics for continuous spin systems on a lattice. J Funct Anal, 1995, 133: 10–20
Albeverio S, Kondratiev Y G, Röckner M, et al. Glauber dynamics for quantum lattice systems. Rev Math Phys, 2001, 13: 51–124
Albeverio S, Röckner M, Zhang T S. Markov uniqueness and its applications to martingale problems, stochastic differential equations and stochastic quantization. C R Math Rep Acad Sci Canada, 1993, 15: 1–6
Bakry D, Emery M. Diffusions hypercontractives. In: Lecture Notes in Math, vol. 1123. Berlin: Springer, 1985, 177–206
Billingsley P. Probability and Measure, 2nd ed. New York: John Wiley & Sons Inc, 1986
Bogachev V I, Da Prato G, Röckner M. Parabolic equations for measures on infinte dimnesional spaces. Dokl Math, 2008, 78: 544–549
Bogachev V I, Da Prato G, Röckner M. Fokker-Planck equations and maximal dissipativity for Kolmogorov operators with time dependent singular drifts in Hilbert spaces. J Funct Anal, 2009, 256: 1269–1298
Bogachev V I, Da Prato G, Röckner M. Existence and uniqueness of solutions for Fokker-Planck equations on Hilbert spaces. J Evol Equ, 2010, 10: 487–509
Bogachev V I, Röckner M, Wang F Y. Invariance implies Gibbsian: Some new results. Commun Math Phys, 2004, 248: 335–355
Clemens L. An of the Malliavin calculus to infinite dimensional diffusions. PhD Thesis. Cambridge: MIT, 1984, http://hdl.handle.net/1721.1/34300
Deuschel J D, Stroock D W. Hypercontractivity and spectral gap of symmetric diffusion with applications to the stochastic Ising models. J Funct Anal, 1990, 92: 30–48
Doss H, Royer G. Processus de diffusion associe aux mesures de Gibbs sur \(\mathbb{R}^{\mathbb{Z}^d }\). Z Wahrscheinlichkeitstheorie verw Gebiete, 1978, 46: 107–124
Ethier N, Kurtz G. Markov Processes (Characterization and Convergence). New York: John-Wiley & Sons, 1986
Gallot S, Hulin D, Lafontaine J. Reimannian Geometry, 3rd ed. New York: Spinger, 2004
Holley R A, Stroock D W. Diffusions on an infinite dimensional torus. J Funct Anal, 1981, 42: 29–63
Holley R A, Stroock D W. Logarithmic Sobolev inequalities and stochastic Ising models. J Statist Phys, 1987, 46: 1159–1194
Hsu E. Stochastic Analysis on Manifolds. New York: Amer Math Soc, 2002
Leha G, Ritter G. On solutions to stochastic differential equations with discontinuous drift in Hilbert space. Math Ann, 1985, 270: 109–123
Lemle L D, Wang R, Wu L. Uniqueness of Fokker-Planck equations for spin lattice systems (I): Compact case. Semigroup Forum, 2013, 86: 583–591
Liu L, Song Q, Wu L. On Glauber dynamics of continuous gas in infinite volume. Preprint, 2012
Röckner M, Zhang T S. On uniqueness of generalized Schrödinger operators and applications. J Funct Anal, 1992, 105: 187–231
Röckner M, Zhang T S. Uniqueness of generalized Schrödinger operators, Part II. J Funct Anal, 1994, 119: 455–467
Stroock D, Varadhan S. Multidimensional Diffusional Processes. Berlin: Springer, 1979
Stroock D W, Zegarlinski B. The equivalence of the logarithmic Sobolev inequality and the Dobrushin-Shlosman mixing condition. Comm Math Phys, 1992, 144: 303–323
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Lemle, L.D., Wang, R. & Wu, L. Uniqueness of Fokker-Planck equations for spin lattice systems (II): Non-compact case. Sci. China Math. 57, 161–172 (2014). https://doi.org/10.1007/s11425-013-4745-3
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DOI: https://doi.org/10.1007/s11425-013-4745-3