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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

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

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

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

In this paper, we consider a novel auxiliary variable method to obtain energy stable schemes for gradient flows. The auxiliary variable based on energy bounded above does not limited to the hypothetical conditions adopted in previous…

数值分析 · 数学 2019-07-11 Zhengguang Liu

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

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

In this paper, we present a novel investigation of the so-called SAV approach, which is a framework to construct linearly implicit geometric numerical integrators for partial differential equations with variational structure. SAV approach…

数值分析 · 数学 2021-05-11 Tomoya Kemmochi , Shun Sato

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

In this paper, we conduct an in-depth investigation of the structural intricacies inherent to the Invariant Energy Quadratization (IEQ) method as applied to gradient flows, and we dissect the mechanisms that enable this method to uphold…

数值分析 · 数学 2023-06-13 Yukun Yue

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

Recently introduced invariant energy quadratization (IEQ) and scalar auxiliary variable (SAV) approaches have proven to be very powerful ways to construct energy stable schemes for phase field models. Both methods require an assumption…

偏微分方程分析 · 数学 2019-11-05 Zhengguang Liu

In this paper, we propose a novel family of high-order numerical schemes for the gradient flow models based on the scalar auxiliary variable (SAV) approach, which is named the high-order scalar auxiliary variable (HSAV) method. The newly…

数值分析 · 数学 2019-07-10 Yuezheng Gong , Jia Zhao , Qi Wang

In this paper, we propose and analyze an efficient implicit--explicit (IMEX) second order in time backward differentiation formulation (BDF2) scheme with variable time steps for gradient flow problems using the scalar auxiliary variable…

数值分析 · 数学 2022-04-04 Dianming Hou , Zhonghua Qiao

We propose an energy-optimized invariant energy quadratization method to solve the gradient flow models in this paper, which requires only one linear energy-optimized step to correct the auxiliary variables on each time step. In addition to…

数值分析 · 数学 2024-04-03 Xiaoqing Meng , Aijie Cheng , Zhengguang Liu

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)-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

In this paper, we propose and analyze semi-implicit numerical schemes for the stochastic wave equation (SWE) with general nonlinearity and multiplicative noise. These numerical schemes, called stochastic scalar auxiliary variable (SAV)…

数值分析 · 数学 2022-08-30 Jianbo Cui , Jialin Hong , Liying Sun

Implicit-explicit (IMEX) time integration schemes are well suited for nonlinear structural dynamics because of their low computational cost and high accuracy. However, stability of IMEX schemes cannot be guaranteed for general nonlinear…

数值分析 · 数学 2025-06-27 Sun-Beom Kwon , Arun Prakash
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