Nonlinear inhomogeneous Fokker–Planck models: Energetic-variational structures and long-time behavior
نویسندگان
چکیده
Inspired by the modeling of grain growth in polycrystalline materials, we consider a nonlinear Fokker–Plank model, with inhomogeneous diffusion and variable mobility parameters. We develop large time asymptotic analysis such nonstandard models reformulating extending classical entropy method, under assumption periodic boundary condition. In addition, illustrative numerical tests are presented to highlight essential points current analytical results motivate future analysis.
منابع مشابه
Time Series Prediction with Variational Bayesian Nonlinear State-Space Models
In this paper the variational Bayesian method for learning nonlinear state-space models introduced by Valpola and Karhunen in 2002 is applied to prediction in the ESTSP’07 time series prediction competition data set. The data set is pre-processed by approximately removing the periodic component of the data and the nonlinear state-space model is only learned on the residuals. The model uses mult...
متن کاملVariational Bayes for Continuous-Time Nonlinear State-Space Models
We present an extension of the variational Bayesian nonlinear state-space model introduced by Valpola and Karhunen in 2002 [1] for continuous-time models. The model is based on using multilayer perceptron (MLP) networks to model the nonlinearities. Moving to continuous-time requires solving a stochastic differential equation (SDE) to evaluate the predictive distribution of the states, but other...
متن کاملVariational Models for Fine Structures
of the Dissertation Variational Models for Fine Structures by Hayden Kyler Schaeffer Doctor of Philosophy in Mathematics University of California, Los Angeles, 2013 Professor Stanley Osher, Co-chair Professor Luminita Vese, Co-chair Mathematical models in imaging science attempt to understand and analyze the underlying quantitative structure of images. The most popular mathematical techniques t...
متن کاملApplications of He’s Variational Principle method and the Kudryashov method to nonlinear time-fractional differential equations
In this paper, we establish exact solutions for the time-fractional Klein-Gordon equation, and the time-fractional Hirota-Satsuma coupled KdV system. The He’s semi-inverse and the Kudryashov methods are used to construct exact solutions of these equations. We apply He’s semi-inverse method to establish a variational theory for the time-fractional Klein-Gordon equation, and the time-fractiona...
متن کاملLong-time behavior of continuous time models in genetic algebras.
In [2] the solutions of Andreoli's differential equation in genetic algebras with genetic realization were shown to converge to equilibria. Here we derive an explicit formula for these limits.
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Analysis and Applications
سال: 2022
ISSN: ['1793-6861', '0219-5305']
DOI: https://doi.org/10.1142/s0219530522400036