{"title":"Robust Linearly-Implicit Backward Difference Formulas for Navier–Stokes Equations: Computations of Steady and Unsteady Flows","authors":"Kak Choon Loy, Yves Bourgault","doi":"10.1002/fld.70051","DOIUrl":null,"url":null,"abstract":"<div>\n \n <p>We propose a linearly-implicit method (called LBDFT) to solve the incompressible Navier–Stokes equations. Linearly-implicit methods have an algorithmic complexity that lies between fully-implicit and semi-implicit time-stepping schemes. In LBDFT, the nonlinear advection in the Navier–Stokes equations is split into three linear terms using a Taylor series expansion. One term is taken explicitly, and the other two are updated with the linear diffusion term at each time step. An additional variant of linearly-implicit methods, referred to as LBDFE, was also included in this study. It is based on an extrapolation formula similar to those used in semi-implicit methods. For the sake of comparison, we recall a set of fully-implicit and semi-implicit time-stepping methods, for the most part based on backward differentiation formulae (BDF). These methods are compared in terms of accuracy, stability, computing time, and ability to compute various flows. We first use a two-dimensional manufactured problem to assess the order convergence (in time) of the methods. The second test case is a two-dimensional unsteady flow around a cylinder at <span></span><math>\n <semantics>\n <mrow>\n <mi>R</mi>\n <mi>e</mi>\n <mo>=</mo>\n <mn>100</mn>\n </mrow>\n <annotation>$$ \\mathit{\\operatorname{Re}}=100 $$</annotation>\n </semantics></math>. We observed that linearly-implicit methods are more CPU efficient compared to fully-implicit BDF, both at second- and third-order accuracy. Our third test case explores the ability of the methods to compute steady flows at high Reynolds numbers, in our case a steady two-dimensional lid-driven cavity for <span></span><math>\n <semantics>\n <mrow>\n <mi>R</mi>\n <mi>e</mi>\n <mo>=</mo>\n <mn>1,000</mn>\n </mrow>\n <annotation>$$ \\mathit{\\operatorname{Re}}=\\mathrm{1,000} $$</annotation>\n </semantics></math> to <span></span><math>\n <semantics>\n <mrow>\n <mn>65</mn>\n <mo>,</mo>\n <mn>000</mn>\n </mrow>\n <annotation>$$ 65,000 $$</annotation>\n </semantics></math>. Our LBDFT method was the most efficient for capturing these flows, with solutions almost identical to published results, while LBDFE methods do not work at all. LBDFT was able to compute steady cavity flows for <span></span><math>\n <semantics>\n <mrow>\n <mi>R</mi>\n <mi>e</mi>\n <mo>=</mo>\n <mn>100</mn>\n <mo>,</mo>\n <mn>000</mn>\n </mrow>\n <annotation>$$ \\mathit{\\operatorname{Re}}=100,000 $$</annotation>\n </semantics></math> to <span></span><math>\n <semantics>\n <mrow>\n <mn>500</mn>\n <mo>,</mo>\n <mn>000</mn>\n </mrow>\n <annotation>$$ 500,000 $$</annotation>\n </semantics></math>. Our last test case explores unsteady flows at large Reynolds numbers. Both LBDFT and LBDFE methods do not require any stabilization strategies for an unsteady two-dimensional lid-driven cavity at <span></span><math>\n <semantics>\n <mrow>\n <mi>R</mi>\n <mi>e</mi>\n <mo>=</mo>\n <mn>100</mn>\n <mo>,</mo>\n <mn>000</mn>\n </mrow>\n <annotation>$$ \\mathit{\\operatorname{Re}}=100,000 $$</annotation>\n </semantics></math>. We generated so-called Schlieren plots, which are comparable with the vorticity plots found in the literature. It was observed that the linearly-implicit methods allow significantly larger critical time steps (approximately 40–50 times higher) compared to the semi-implicit methods, the latter needing a grad-div stabilization term to maintain their stability.</p>\n </div>","PeriodicalId":50348,"journal":{"name":"International Journal for Numerical Methods in Fluids","volume":"98 4","pages":"510-528"},"PeriodicalIF":1.8000,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal for Numerical Methods in Fluids","FirstCategoryId":"5","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/fld.70051","RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/1/2 0:00:00","PubModel":"Epub","JCR":"Q3","JCRName":"COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS","Score":null,"Total":0}
引用次数: 0
Abstract
We propose a linearly-implicit method (called LBDFT) to solve the incompressible Navier–Stokes equations. Linearly-implicit methods have an algorithmic complexity that lies between fully-implicit and semi-implicit time-stepping schemes. In LBDFT, the nonlinear advection in the Navier–Stokes equations is split into three linear terms using a Taylor series expansion. One term is taken explicitly, and the other two are updated with the linear diffusion term at each time step. An additional variant of linearly-implicit methods, referred to as LBDFE, was also included in this study. It is based on an extrapolation formula similar to those used in semi-implicit methods. For the sake of comparison, we recall a set of fully-implicit and semi-implicit time-stepping methods, for the most part based on backward differentiation formulae (BDF). These methods are compared in terms of accuracy, stability, computing time, and ability to compute various flows. We first use a two-dimensional manufactured problem to assess the order convergence (in time) of the methods. The second test case is a two-dimensional unsteady flow around a cylinder at . We observed that linearly-implicit methods are more CPU efficient compared to fully-implicit BDF, both at second- and third-order accuracy. Our third test case explores the ability of the methods to compute steady flows at high Reynolds numbers, in our case a steady two-dimensional lid-driven cavity for to . Our LBDFT method was the most efficient for capturing these flows, with solutions almost identical to published results, while LBDFE methods do not work at all. LBDFT was able to compute steady cavity flows for to . Our last test case explores unsteady flows at large Reynolds numbers. Both LBDFT and LBDFE methods do not require any stabilization strategies for an unsteady two-dimensional lid-driven cavity at . We generated so-called Schlieren plots, which are comparable with the vorticity plots found in the literature. It was observed that the linearly-implicit methods allow significantly larger critical time steps (approximately 40–50 times higher) compared to the semi-implicit methods, the latter needing a grad-div stabilization term to maintain their stability.
期刊介绍:
The International Journal for Numerical Methods in Fluids publishes refereed papers describing significant developments in computational methods that are applicable to scientific and engineering problems in fluid mechanics, fluid dynamics, micro and bio fluidics, and fluid-structure interaction. Numerical methods for solving ancillary equations, such as transport and advection and diffusion, are also relevant. The Editors encourage contributions in the areas of multi-physics, multi-disciplinary and multi-scale problems involving fluid subsystems, verification and validation, uncertainty quantification, and model reduction.
Numerical examples that illustrate the described methods or their accuracy are in general expected. Discussions of papers already in print are also considered. However, papers dealing strictly with applications of existing methods or dealing with areas of research that are not deemed to be cutting edge by the Editors will not be considered for review.
The journal publishes full-length papers, which should normally be less than 25 journal pages in length. Two-part papers are discouraged unless considered necessary by the Editors.