Abstract:The kinetics of thermally activated processes are studied by the nonstationary solutions of the Fokker–Planck equation, or Kramers’ equation, for a particle moving in a bistable potential and coupled to a heat bath. An alternate direction implicit method is formulated and used to determine the time evolution of the probability density function and probability density current in the phase space for a large range of the strength of coupling to the heat bath. In addition to the rate constant in a first-order rate… Show more
“…Burschka and Titulater [9,10] calculated probability densities for the equation (1.3) with the absorbing boundary conditions (1.4)-(1.5). Several numerical methods, such as finite difference methods [12], Galerkin method [33] and mixed Hermite spectral-finite difference method [14,40] have also been developed to solve the Fokker-Planck problems. Tang et al [40] developed a mixed Hermite spectral-finite difference method, i.e., the Hermite spectral approximation in the velocity direction and finite-difference in the x-direction, for solving the Fokker-Planck equation with finite boundaries in space.…”
Abstract. The convergence of a class of combined spectral-finite difference methods using Hermite basis, applied to the Fokker-Planck equation, is studied. It is shown that the Hermite based spectral methods are convergent with spectral accuracy in weighted Sobolev space. Numerical results indicating the spectral convergence rate are presented. A velocity scaling factor is used in the Hermite basis and is shown to improve the accuracy and effectiveness of the Hermite spectral approximation, with no increase in workload. Some basic analysis for the selection of the scaling factors is also presented.
“…Burschka and Titulater [9,10] calculated probability densities for the equation (1.3) with the absorbing boundary conditions (1.4)-(1.5). Several numerical methods, such as finite difference methods [12], Galerkin method [33] and mixed Hermite spectral-finite difference method [14,40] have also been developed to solve the Fokker-Planck problems. Tang et al [40] developed a mixed Hermite spectral-finite difference method, i.e., the Hermite spectral approximation in the velocity direction and finite-difference in the x-direction, for solving the Fokker-Planck equation with finite boundaries in space.…”
Abstract. The convergence of a class of combined spectral-finite difference methods using Hermite basis, applied to the Fokker-Planck equation, is studied. It is shown that the Hermite based spectral methods are convergent with spectral accuracy in weighted Sobolev space. Numerical results indicating the spectral convergence rate are presented. A velocity scaling factor is used in the Hermite basis and is shown to improve the accuracy and effectiveness of the Hermite spectral approximation, with no increase in workload. Some basic analysis for the selection of the scaling factors is also presented.
“…A simple model for the isomerization kinetics used by many researchers (Larson and Kostin 1978;Bernstein and Brown 1984;Voigtlaender and Risken 1985;Blackmore and Shizgal 1985a, b;Cartling 1987;Drozdov 1999;Drozdov and Tucker 2001;Felderhof 2008) is defined with the drift and diffusion coefficients given by…”
Section: Fokker-planck or Smoluchowski Equation For Bistable Potentialsmentioning
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