2020
DOI: 10.1016/j.jcp.2020.109566
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On Lagrangian schemes for porous medium type generalized diffusion equations: A discrete energetic variational approach

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Cited by 28 publications
(36 citation statements)
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“…where M(x) is a positive-definite matrix that determines the dynamics approaching the equilibrium, Q ∈ R 5 is the vectorized order parameter Q. By a discrete energetic variational approach [81], the gradient flow equation of Q corresponds to energy-dissipation law (B6) can be approximated by the gradient flow equations of the coefficients q lnm , given by…”
Section: Appendix B: Numerical Methodsmentioning
confidence: 99%
“…where M(x) is a positive-definite matrix that determines the dynamics approaching the equilibrium, Q ∈ R 5 is the vectorized order parameter Q. By a discrete energetic variational approach [81], the gradient flow equation of Q corresponds to energy-dissipation law (B6) can be approximated by the gradient flow equations of the coefficients q lnm , given by…”
Section: Appendix B: Numerical Methodsmentioning
confidence: 99%
“…Hence the stationary points of the discrete free energy F h (Ξ) are exactly the numerical solutions of the Euler-Lagrange equation (δF)/(δϕ) = 0 obtained by a Galerkin method. The idea of discretization first can be extended to dynamics cases with variational structure; we refer the interested reader to Doi, Zhou, Di and Xu (2019) and Liu and Wang (2020a) for some recent developments. In particular, by using the strategy of 'discretize-then-variation', Liu and Wang (2020b) proposed a variational Lagrangian scheme for a phase field model, which has an advantage in capturing the thin diffuse interface with a small number of mesh points.…”
Section: Energy-minimization-based Approachmentioning
confidence: 99%
“…26,48,70,71 From a numerical perspective, the EnVarA formulation also provides a guide line to develop structure-preserving numerical schemes for different systems. [49][50][51] For an isothermal and closed system, an energy-dissipation law is often given by…”
Section: Energetic Variational Approach To the Micro-macro Modelmentioning
confidence: 99%
“…69, applying the kernel regularization to the equation may not preserve variational structure at the particle level. To preserve the variational structure, we apply the particle approximation at the energy-dissipation law level and employ a discrete energetic variational approach 50,69 to derive a coarse-grained micro-macro model with a particle approximation first. A structure-preserving particle-FEM discretization is developed for the coarse-grained model.…”
Section: Introductionmentioning
confidence: 99%