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Article: Error estimates for a POD method for solving viscous G-equations in incompressible cellular flows
Title | Error estimates for a POD method for solving viscous G-equations in incompressible cellular flows |
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Authors | |
Issue Date | 2021 |
Publisher | Society for Industrial and Applied Mathematics. The Journal's web site is located at https://www.siam.org/Publications/Journals/SIAM-journal-on-scientific-computing-sisc |
Citation | SIAM Journal on Scientific Computing, 2021, v. 43 n. 1, p. A636-A662 How to Cite? |
Abstract | The G-equation is a well-known model for studying front propagation in turbulent combustion. In this paper, we develop an efficient model reduction method for computing regular solutions of viscous G-equations in incompressible steady and time-periodic cellular flows. Our method is based on the Galerkin proper orthogonal decomposition (POD) method. To facilitate the algorithm design and convergence analysis, we decompose the solution of the viscous G-equation into a mean-free part and a mean part, where their evolution equations can be derived accordingly. We construct the POD basis from the solution snapshots of the mean-free part. With the POD basis, we can efficiently solve the evolution equation for the mean-free part of the solution to the viscous G-equation. After we get the mean-free part of the solution, the mean of the solution can be recovered. We also provide rigorous convergence analysis for our method. Numerical results for viscous G-equations and curvature G-equations are presented to demonstrate the accuracy and efficiency of the proposed method. In addition, we study the turbulent flame speeds of the viscous G-equations in incompressible cellular flows. |
Persistent Identifier | http://hdl.handle.net/10722/294085 |
ISSN | 2023 Impact Factor: 3.0 2023 SCImago Journal Rankings: 1.803 |
ISI Accession Number ID |
DC Field | Value | Language |
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dc.contributor.author | Gu, H | - |
dc.contributor.author | Xin, J | - |
dc.contributor.author | Zhang, Z | - |
dc.date.accessioned | 2020-11-23T08:26:07Z | - |
dc.date.available | 2020-11-23T08:26:07Z | - |
dc.date.issued | 2021 | - |
dc.identifier.citation | SIAM Journal on Scientific Computing, 2021, v. 43 n. 1, p. A636-A662 | - |
dc.identifier.issn | 1064-8275 | - |
dc.identifier.uri | http://hdl.handle.net/10722/294085 | - |
dc.description.abstract | The G-equation is a well-known model for studying front propagation in turbulent combustion. In this paper, we develop an efficient model reduction method for computing regular solutions of viscous G-equations in incompressible steady and time-periodic cellular flows. Our method is based on the Galerkin proper orthogonal decomposition (POD) method. To facilitate the algorithm design and convergence analysis, we decompose the solution of the viscous G-equation into a mean-free part and a mean part, where their evolution equations can be derived accordingly. We construct the POD basis from the solution snapshots of the mean-free part. With the POD basis, we can efficiently solve the evolution equation for the mean-free part of the solution to the viscous G-equation. After we get the mean-free part of the solution, the mean of the solution can be recovered. We also provide rigorous convergence analysis for our method. Numerical results for viscous G-equations and curvature G-equations are presented to demonstrate the accuracy and efficiency of the proposed method. In addition, we study the turbulent flame speeds of the viscous G-equations in incompressible cellular flows. | - |
dc.language | eng | - |
dc.publisher | Society for Industrial and Applied Mathematics. The Journal's web site is located at https://www.siam.org/Publications/Journals/SIAM-journal-on-scientific-computing-sisc | - |
dc.relation.ispartof | SIAM Journal on Scientific Computing | - |
dc.rights | © [year] Society for Industrial and Applied Mathematics. First Published in [Publication] in [volume and number, or year], published by the Society for Industrial and Applied Mathematics (SIAM). | - |
dc.title | Error estimates for a POD method for solving viscous G-equations in incompressible cellular flows | - |
dc.type | Article | - |
dc.identifier.email | Zhang, Z: zhangzw@hku.hk | - |
dc.identifier.authority | Zhang, Z=rp02087 | - |
dc.description.nature | link_to_subscribed_fulltext | - |
dc.identifier.doi | 10.1137/19M1241854 | - |
dc.identifier.scopus | eid_2-s2.0-85109513805 | - |
dc.identifier.hkuros | 319604 | - |
dc.identifier.volume | 43 | - |
dc.identifier.issue | 1 | - |
dc.identifier.spage | A636 | - |
dc.identifier.epage | A662 | - |
dc.identifier.isi | WOS:000623833100002 | - |
dc.publisher.place | United States | - |
dc.identifier.issnl | 1064-8275 | - |