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This work uses a linear relaxation method to develop efficient numerical schemes for the time-fractional Allen-Cahn and Cahn-Hilliard equations. The L1+-CN formula is used to discretize the fractional derivative, and an auxiliary variable…

数值分析 · 数学 2025-06-16 Hui Yu , Zhaoyang Wang , Ping Lin

This paper deals with the scheme proposed by the authors in Zor\'io, Baeza and Mulet (J Sci Comput 71(1):246-273, 2017). This scheme is an alternative to the techniques proposed in Qiu and Shu (SIAM J Sci Comput 24(6):2185-2198, 2003) to…

数值分析 · 数学 2025-02-13 Antonio Baeza , Pep Mulet , David Zorío

We consider linear iterative schemes for the time-discrete equations stemming from a class of nonlinear, doubly-degenerate parabolic equations. More precisely, the diffusion is nonlinear and may vanish or become multivalued for certain…

数值分析 · 数学 2025-08-12 Ayesha Javed , Koondanibha Mitra , Iuliu Sorin Pop

We propose and analyse numerical schemes for a system of quasilinear, degenerate evolution equations modelling biofilm growth as well as other processes such as flow through porous media and the spreading of wildfires. The first equation in…

数值分析 · 数学 2024-04-05 R. K. H. Smeets , K. Mitra , I. S. Pop , S. Sonner

In arXiv:2305.03945 [math.NA], a first-order optimization algorithm has been introduced to solve time-implicit schemes of reaction-diffusion equations. In this research, we conduct theoretical studies on this first-order algorithm equipped…

数值分析 · 数学 2025-04-01 Shu Liu , Xinzhe Zuo , Stanley Osher , Wuchen Li

This paper contains construction and analysis a finite element approximation for convection dominated diffusion problems with full coefficient matrix on general simplicial partitions in $R^d$, $d=2,3$. This construction is quite close to…

数值分析 · 数学 2012-11-07 Raytcho D. Lazarov , Ludmil T. Zikatanov

This paper, as the sequel to previous work, develops numerical schemes for fractional diffusion equations on a two-dimensional finite domain with triangular meshes. We adopt the nodal discontinuous Galerkin methods for the full spatial…

数值分析 · 数学 2015-07-14 Liangliang Qiu , Weihua Deng , Jan Hesthaven

In this paper, we propose a dynamically low-dimensional approximation method to solve a class of time-dependent multiscale stochastic diffusion equations. A dynamically bi-orthogonal (DyBO) method was developed to explore low-dimensional…

数值分析 · 数学 2019-02-05 Eric T. Chung , Sai-Mang Pun , Zhiwen Zhang

We are interested in the numerical solution of nonsymmetric linear systems arising from the discretization of convection-diffusion partial differential equations with separable coefficients and dominant convection. Preconditioners based on…

数值分析 · 数学 2015-01-14 Davide Palitta , Valeria Simoncini

The porous medium equation (PME) is a typical nonlinear degenerate parabolic equation. We have studied numerical methods for PME by an energetic variational approach in [C. Duan et al, J. Comput. Phys., 385 (2019) 13-32], where the…

数值分析 · 数学 2019-10-11 Chenghua Duan , Chun Liu , Cheng Wang , Xingye Yue

In this paper, a high-order gas-kinetic scheme is developed for the equation of radiation hydrodynamics in equilibrium-diffusion limit which describes the interaction between matter and radiation. To recover RHE, the Bhatnagar-Gross-Krook…

数值分析 · 数学 2021-10-14 Yaqing Yang , Liang Pan , Wenjun Sun

In this article, two kinds of numerical algorithms are derived for the ultra-slow (or superslow) diffusion equation in one and two space dimensions, where the ultra-slow diffusion is characterized by the Caputo-Hadamard fractional…

数值分析 · 数学 2023-04-28 Min Cai , Changpin Li , Yu Wang

This work aims to extend the residual distribution (RD) framework to stiff relaxation problems. The RD is a class of schemes which is used to solve hyperbolic system of partial differential equations. Up to our knowledge, it was used only…

数值分析 · 数学 2020-07-08 Rémi Abgrall , Davide Torlo

Combining recent moment and sparse semidefinite programming (SDP) relaxation techniques, we propose an approach to find smooth approximations for solutions of problems involving nonlinear differential equations. Given a system of nonlinear…

最优化与控制 · 数学 2010-08-13 Martin Mevissen , Jean-Bernard Lasserre , Didier Henrion

We describe an exact and highly efficient numerical algorithm for solving a special but important class of convection-diffusion equations. These equations occur in many problems in physics, chemistry, or biology, and they are usually hard…

计算物理 · 物理学 2019-03-27 Narain Karedla , Jan Christoph Thiele , Ingo Gregor , Jörg Enderlein

Discrete diffusion models have emerged as a powerful generative modeling framework for discrete data with successful applications spanning from text generation to image synthesis. However, their deployment faces challenges due to the high…

机器学习 · 计算机科学 2025-12-01 Yinuo Ren , Haoxuan Chen , Yuchen Zhu , Wei Guo , Yongxin Chen , Grant M. Rotskoff , Molei Tao , Lexing Ying

This is the second part of study on the optimal convergence rate of the explicit Euler discretization in time for the convection-diffusion equations [Appl. Math. Lett. \textbf{131} (2022) 108048] which focuses on high-dimensional…

数值分析 · 数学 2022-05-13 Qifeng Zhang , Jiyuan Zhang , Zhi-zhong Sun

We develop high-order flux splitting schemes for the one- and two-dimensional Euler equations of gas dynamics. The proposed schemes are high-order extensions of the existing first-order flux splitting schemes introduced in [ E. F. Toro, M.…

数值分析 · 数学 2025-07-01 Shaoshuai Chu , Michael Herty , Eleuterio F. Toro

In this paper, a high-order and fast numerical method is investigated for the time-fractional Black-Scholes equation. In order to deal with the typical weak initial singularities of the solution, we construct a finite difference scheme with…

数值分析 · 数学 2021-09-09 Kerui Song , Pin Lyu

We extend to multi-dimensions the work of [1], where new fully explicit kinetic methods were built for the approximation of linear and non-linear convection-diffusion problems. The fundamental principles from the earlier work are retained:…

数值分析 · 数学 2023-12-29 Gauthier Wissocq , Rémi Abgrall