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In recent years, the scalar auxiliary variable (SAV) approach has become very popular and hot in the design of linear, high-order and unconditional energy stable schemes of gradient flow models. However, the nature of SAV-based numerical…

数值分析 · 数学 2023-04-25 Zhengguang Liu , Yanrong Zhang , Xiaoli Li

The scalar auxiliary variable (SAV) approach is a highly efficient method widely used for solving gradient flow systems. This approach offers several advantages, including linearity, unconditional energy stability, and ease of…

数值分析 · 数学 2024-07-26 Jinpeng Zhang , Xiaoping Wang

Scalar auxiliary variable (SAV) methods are a class of linear schemes for solving gradient flows that are known for the stability of a `modified' energy. In this paper, we propose an improved SAV (iSAV) scheme that not only retains the…

数值分析 · 数学 2024-05-14 RUi Chen , Tingfeng Wang , Xiaofei Zhao

The scalar auxiliary variable (SAV) approach \cite{shen2018scalar} and its generalized version GSAV proposed in \cite{huang2020highly} are very popular methods to construct efficient and accurate energy stable schemes for nonlinear…

数值分析 · 数学 2022-06-08 Yanrong Zhang , Jie Shen

The scalar auxiliary variable (SAV)-type methods are very popular techniques for solving various nonlinear dissipative systems. Compared to the semi-implicit method, the baseline SAV method can keep a modified energy dissipation law but…

数值分析 · 数学 2023-10-16 Zhengguang Liu , Yanrong Zhang , Xiaoli Li

Two primary scalar auxiliary variable (SAV) approaches are widely applied for simulating gradient flow systems, i.e., the nonlinear energy-based approach and the Lagrange multiplier approach. The former guarantees unconditional energy…

数值分析 · 数学 2024-11-27 Qiong-Ao Huang , Wei Jiang , Jerry Zhijian Yang , Cheng Yuan

For the past few years, scalar auxiliary variable (SAV) and SAV-type approaches became very hot and efficient methods to simulate various gradient flows. Inspired by the new SAV approach in \cite{huang2020highly}, we propose a novel…

数值分析 · 数学 2022-04-14 Zhengguang Liu , Xiaoli Li

The scalar auxiliary variable (SAV) approach is a very popular and efficient method to simulate various phase field models. To save the computational cost, a new SAV approach is given by introducing a new variable $\theta$. The new SAV…

数值分析 · 数学 2021-10-04 Zhengguang Liu , Xiaoli Li

In this paper, we consider an exponential scalar auxiliary variable (E-SAV) approach to obtain energy stable schemes for a class of phase field models. This novel auxiliary variable method based on exponential form of nonlinear free energy…

数值分析 · 数学 2019-12-30 Zhengguang Liu , Xiaoli Li

We propose a new numerical technique to deal with nonlinear terms in gradient flows. By introducing a scalar auxiliary variable (SAV), we construct efficient and robust energy stable schemes for a large class of gradient flows. The SAV…

数值分析 · 数学 2017-10-05 Jie Shen , Jie Xu , Jiang Yang

In this paper, we propose a regularized auxiliary variable (RAV) approach and construct accurate and robust time-discrete schemes for a large class of gradient flows. By introducing an auxiliary variable $r=0$ and constructing an auxiliary…

数值分析 · 数学 2026-04-07 Zhaoyang Wang , Ping Lin

In this paper, we propose and analyze a linear, structure-preserving scalar auxiliary variable (SAV) method for solving the Allen--Cahn equation based on the second-order backward differentiation formula (BDF2) with variable time steps. To…

数值分析 · 数学 2025-10-22 Bingyin Zhang , Hongfei Fu , Rihui Lan , Shusen Xie

We construct new first- and second-order pressure correction schemes using the scalar auxiliary variable (SAV) approach for the Navier-Stokes equations. These schemes are linear, decoupled and only require a sequence of solving Poisson type…

数值分析 · 数学 2020-02-24 Xiaoli Li , Jie Shen , Zhengguang Liu

We propose in this paper a new minimization algorithm based on a slightly modified version of the scalar auxiliary variable (SAV) approach coupled with a relaxation step and an adaptive strategy. It enjoys several distinct advantages over…

数值分析 · 数学 2023-05-11 Xinyu Liu , Jie Shen , Xiaongxiong Zhang

It is well-known that the Allen-Cahn equation not only satisfies the energy dissipation law but also possesses the maximum bound principle (MBP) in the sense that the absolute value of its solution is pointwise bounded for all time by some…

数值分析 · 数学 2022-03-15 Lili Ju , Xiao Li , Zhonghua Qiao

In this paper we propose and analyze a second order accurate (in time) numerical scheme for the square phase field crystal (SPFC) equation, a gradient flow modeling crystal dynamics at the atomic scale in space but on diffusive scales in…

数值分析 · 数学 2021-01-01 Min Wang , Qiumei Huang , Cheng Wang

The scalar auxiliary variable (SAV) approach of Shen et al. (2018), which presents a novel way to discretize a large class of gradient flows, has been extended and improved by many authors for general dissipative systems. In this work we…

数值分析 · 数学 2025-01-16 Kei Fong Lam , Ru Wang

We establish a general framework for developing, efficient energy stable numerical schemes for gradient flows and develop three classes of generalized scalar auxiliary variable approaches (G-SAV). Numerical schemes based on the G-SAV…

数值分析 · 数学 2020-02-04 Qing Cheng

We present a new temporal discretization paradigm for developing energy-production-rate preserving numerical approximations to thermodynamically consistent partial differential equation systems, called the supplementary variable method. The…

数值分析 · 数学 2020-06-09 Yuezheng Gong , Qi Hong , Qi Wang

We present a novel optimization algorithm, element-wise relaxed scalar auxiliary variable (E-RSAV), that satisfies an unconditional energy dissipation law and exhibits improved alignment between the modified and the original energy. Our…

最优化与控制 · 数学 2023-09-11 Shiheng Zhang , Jiahao Zhang , Jie Shen , Guang Lin
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