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<!DOCTYPE html> <html lang="en" class="no-js"> <head> <meta charset="UTF-8"> <meta http-equiv="X-UA-Compatible" content="IE=edge"> <meta name="applicable-device" content="pc,mobile"> <meta name="viewport" content="width=device-width, initial-scale=1"> <meta name="robots" content="max-image-preview:large"> <meta name="access" content="No"> <meta name="360-site-verification" content="1268d79b5e96aecf3ff2a7dac04ad990" /> <title>A high-order compact difference scheme for the multi-term time-fractional Sobolev-type convection-diffusion equation | Computational and Applied Mathematics </title> <meta name="twitter:site" content="@SpringerLink"/> <meta name="twitter:card" content="summary_large_image"/> <meta name="twitter:image:alt" content="Content cover image"/> <meta name="twitter:title" content="A high-order compact difference scheme for the multi-term time-fractional Sobolev-type convection-diffusion equation"/> <meta name="twitter:description" content="Computational and Applied Mathematics - This paper presents two high-order compact difference schemes to discuss the numerical solution of the one-dimensional and two-dimensional multi-term..."/> <meta name="twitter:image" content="https://media.springernature.com/full/springer-static/cover-hires/journal/40314"/> <meta name="journal_id" content="40314"/> <meta name="dc.title" content="A high-order compact difference scheme for the multi-term time-fractional Sobolev-type convection-diffusion equation"/> <meta name="dc.source" content="Computational and Applied Mathematics 2024 44:3"/> <meta name="dc.format" content="text/html"/> <meta name="dc.publisher" content="Springer"/> <meta name="dc.date" content="2025-01-11"/> <meta name="dc.type" content="OriginalPaper"/> <meta name="dc.language" content="En"/> <meta name="dc.copyright" content="2024 The Author(s) under exclusive licence to Sociedade Brasileira de Matemática Aplicada e Computacional"/> <meta name="dc.rights" content="2024 The Author(s) under exclusive licence to Sociedade Brasileira de Matemática Aplicada e Computacional"/> <meta name="dc.rightsAgent" content="journalpermissions@springernature.com"/> <meta name="dc.description" content="This paper presents two high-order compact difference schemes to discuss the numerical solution of the one-dimensional and two-dimensional multi-term time-fractional convection-diffusion equation of the Sobolev type based on the Caputo fractional derivative. For this purpose, we employ the L2 formula for the temporal discretization of the Caputo fractional derivatives and introduce a new compact difference operator for the space discretization. The proposed schemes transform the original problem into a system of algebraic equation. We present a novel analysis of the convergence and theoretical stability of both methods. The difference schemes have fourth-order and $$3-\max \{\alpha _r, \beta _r\}$$ order of accuracy in space and time respectively, where $$\alpha _r$$ and $$\beta _r$$ are the orders of the fractional derivatives in the multi-term convection-diffusion model. Additionally, we construct an L2-type numerical scheme on non-uniform graded meshes to address problems where the solution exhibits weak initial regularity. Some test functions are provided to demonstrate the accuracy and efficiency of the proposed schemes. The numerical results of inclusive examples confirm the proposed schemes’ theoretical results and illustrate their applicability and efficiency."/> <meta name="prism.issn" content="1807-0302"/> <meta name="prism.publicationName" content="Computational and Applied Mathematics"/> <meta name="prism.publicationDate" content="2025-01-11"/> <meta name="prism.volume" content="44"/> <meta name="prism.number" content="3"/> <meta name="prism.section" content="OriginalPaper"/> <meta name="prism.startingPage" content="1"/> <meta name="prism.endingPage" content="31"/> <meta name="prism.copyright" content="2024 The Author(s) under exclusive licence to Sociedade Brasileira de Matemática Aplicada e Computacional"/> <meta name="prism.rightsAgent" content="journalpermissions@springernature.com"/> <meta name="prism.url" content="https://link.springer.com/article/10.1007/s40314-024-03077-8"/> <meta name="prism.doi" content="doi:10.1007/s40314-024-03077-8"/> <meta name="citation_pdf_url" content="https://link.springer.com/content/pdf/10.1007/s40314-024-03077-8.pdf"/> <meta name="citation_fulltext_html_url" content="https://link.springer.com/article/10.1007/s40314-024-03077-8"/> <meta name="citation_journal_title" content="Computational and Applied Mathematics"/> <meta name="citation_journal_abbrev" content="Comp. Appl. Math."/> <meta name="citation_publisher" content="Springer International Publishing"/> <meta name="citation_issn" content="1807-0302"/> <meta name="citation_title" content="A high-order compact difference scheme for the multi-term time-fractional Sobolev-type convection-diffusion equation"/> <meta name="citation_volume" content="44"/> <meta name="citation_issue" content="3"/> <meta name="citation_publication_date" content="2025/04"/> <meta name="citation_online_date" content="2025/01/11"/> <meta name="citation_firstpage" content="1"/> <meta name="citation_lastpage" content="31"/> <meta name="citation_article_type" content="Article"/> <meta name="citation_language" content="en"/> <meta name="dc.identifier" content="doi:10.1007/s40314-024-03077-8"/> <meta name="DOI" content="10.1007/s40314-024-03077-8"/> <meta name="size" content="2131247"/> <meta name="citation_doi" content="10.1007/s40314-024-03077-8"/> <meta name="citation_springer_api_url" content="http://api.springer.com/xmldata/jats?q=doi:10.1007/s40314-024-03077-8&api_key="/> <meta name="description" content="This paper presents two high-order compact difference schemes to discuss the numerical solution of the one-dimensional and two-dimensional multi-term time-"/> <meta name="dc.creator" content="Alikhanov, Anatoly A."/> <meta name="dc.creator" content="Yadav, Poonam"/> <meta name="dc.creator" content="Singh, Vineet Kumar"/> <meta name="dc.creator" content="Asl, Mohammad Shahbazi"/> <meta name="dc.subject" content="Applications of Mathematics"/> <meta name="dc.subject" content="Computational Mathematics and Numerical Analysis"/> <meta name="dc.subject" content="Mathematical Applications in the Physical Sciences"/> <meta name="dc.subject" content="Mathematical Applications in Computer Science"/> <meta name="citation_reference" content="citation_journal_title=Progress Fract Differ Appl; 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citation_author=YM Wang, L Ren; citation_volume=342; citation_publication_date=2019; citation_pages=71-93; citation_id=CR54"/> <meta name="citation_reference" content="citation_journal_title=Appl Numer Math; citation_title=A new Crank-Nicolson finite element method for the time-fractional subdiffusion equation; citation_author=F Zeng, C Li; citation_volume=121; citation_publication_date=2017; citation_pages=82-95; citation_id=CR55"/> <meta name="citation_author" content="Alikhanov, Anatoly A."/> <meta name="citation_author_email" content="aaalikhanov@gmail.com"/> <meta name="citation_author_institution" content="North-Caucasus Center for Mathematical Research, North-Caucasus Federal University, Stavropol, Russia"/> <meta name="citation_author" content="Yadav, Poonam"/> <meta name="citation_author_email" content="poonam.yadav.rs.mat18@itbhu.ac.in"/> <meta name="citation_author_institution" content="Department of Mathematical Sciences, Indian Institute of Technology (Banaras Hindu University), Varanasi, India"/> <meta name="citation_author" content="Singh, Vineet Kumar"/> <meta name="citation_author_email" content="vksingh.mat@iitbhu.ac.in"/> <meta name="citation_author_institution" content="Department of Mathematical Sciences, Indian Institute of Technology (Banaras Hindu University), Varanasi, India"/> <meta name="citation_author" content="Asl, Mohammad Shahbazi"/> <meta name="citation_author_email" content="mshahbazia@yahoo.com"/> <meta name="citation_author_institution" content="North-Caucasus Center for Mathematical Research, North-Caucasus Federal University, Stavropol, Russia"/> <meta name="format-detection" content="telephone=no"/> <meta name="citation_cover_date" content="2025/04/01"/> <meta property="og:url" content="https://link.springer.com/article/10.1007/s40314-024-03077-8"/> <meta property="og:type" content="article"/> <meta property="og:site_name" content="SpringerLink"/> <meta property="og:title" content="A high-order compact difference scheme for the multi-term time-fractional Sobolev-type convection-diffusion equation - Computational and Applied Mathematics"/> <meta property="og:description" content="This paper presents two high-order compact difference schemes to discuss the numerical solution of the one-dimensional and two-dimensional multi-term time-fractional convection-diffusion equation of the Sobolev type based on the Caputo fractional derivative. For this purpose, we employ the L2 formula for the temporal discretization of the Caputo fractional derivatives and introduce a new compact difference operator for the space discretization. The proposed schemes transform the original problem into a system of algebraic equation. We present a novel analysis of the convergence and theoretical stability of both methods. The difference schemes have fourth-order and $$3-\max \{\alpha _r, \beta _r\}$$ 3 - max { α r , β r } order of accuracy in space and time respectively, where $$\alpha _r$$ α r and $$\beta _r$$ β r are the orders of the fractional derivatives in the multi-term convection-diffusion model. Additionally, we construct an L2-type numerical scheme on non-uniform graded meshes to address problems where the solution exhibits weak initial regularity. Some test functions are provided to demonstrate the accuracy and efficiency of the proposed schemes. The numerical results of inclusive examples confirm the proposed schemes’ theoretical results and illustrate their applicability and efficiency."/> <meta property="og:image" content="https://media.springernature.com/full/springer-static/cover-hires/journal/40314"/> <meta name="format-detection" content="telephone=no"> <link rel="apple-touch-icon" sizes="180x180" href=/oscar-static/img/favicons/darwin/apple-touch-icon-92e819bf8a.png> <link rel="icon" type="image/png" sizes="192x192" href=/oscar-static/img/favicons/darwin/android-chrome-192x192-6f081ca7e5.png> <link rel="icon" type="image/png" sizes="32x32" href=/oscar-static/img/favicons/darwin/favicon-32x32-1435da3e82.png> <link rel="icon" type="image/png" sizes="16x16" href=/oscar-static/img/favicons/darwin/favicon-16x16-ed57f42bd2.png> <link rel="shortcut icon" data-test="shortcut-icon" href=/oscar-static/img/favicons/darwin/favicon-c6d59aafac.ico> <meta name="theme-color" content="#e6e6e6">   <link rel="stylesheet" media="print" 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For this purpose, we employ the L2 formula for the temporal discretization of the Caputo fractional derivatives and introduce a new compact difference operator for the space discretization. The proposed schemes transform the original problem into a system of algebraic equation. We present a novel analysis of the convergence and theoretical stability of both methods. The difference schemes have fourth-order and \n \n \n \n $$3-\\max \\{\\alpha _r, \\beta _r\\}$$\n \n order of accuracy in space and time respectively, where \n \n \n \n $$\\alpha _r$$\n \n and \n \n \n \n $$\\beta _r$$\n \n are the orders of the fractional derivatives in the multi-term convection-diffusion model. Additionally, we construct an L2-type numerical scheme on non-uniform graded meshes to address problems where the solution exhibits weak initial regularity. Some test functions are provided to demonstrate the accuracy and efficiency of the proposed schemes. The numerical results of inclusive examples confirm the proposed schemes’ theoretical results and illustrate their applicability and efficiency.","datePublished":"2025-01-11T00:00:00Z","dateModified":"2025-01-11T00:00:00Z","pageStart":"1","pageEnd":"31","sameAs":"https://doi.org/10.1007/s40314-024-03077-8","keywords":["Compact difference scheme","Multi-term Sobolev type equation","Caputo time-fractional derivative","L2 formula","Stability and Convergence","35R11","26A33","34A12","65M12","65M06","Applications of Mathematics","Computational Mathematics and Numerical Analysis","Mathematical Applications in the Physical Sciences","Mathematical Applications in Computer Science"],"image":[],"isPartOf":{"name":"Computational and Applied Mathematics","issn":["1807-0302","2238-3603"],"volumeNumber":"44","@type":["Periodical","PublicationVolume"]},"publisher":{"name":"Springer International Publishing","logo":{"url":"https://www.springernature.com/app-sn/public/images/logo-springernature.png","@type":"ImageObject"},"@type":"Organization"},"author":[{"name":"Anatoly A. Alikhanov","affiliation":[{"name":"North-Caucasus Center for Mathematical Research, North-Caucasus Federal University","address":{"name":"North-Caucasus Center for Mathematical Research, North-Caucasus Federal University, Stavropol, Russia","@type":"PostalAddress"},"@type":"Organization"}],"email":"aaalikhanov@gmail.com","@type":"Person"},{"name":"Poonam Yadav","affiliation":[{"name":"Indian Institute of Technology (Banaras Hindu University)","address":{"name":"Department of Mathematical Sciences, Indian Institute of Technology (Banaras Hindu University), Varanasi, India","@type":"PostalAddress"},"@type":"Organization"}],"@type":"Person"},{"name":"Vineet Kumar Singh","affiliation":[{"name":"Indian Institute of Technology (Banaras Hindu University)","address":{"name":"Department of Mathematical Sciences, Indian Institute of Technology (Banaras Hindu University), Varanasi, India","@type":"PostalAddress"},"@type":"Organization"}],"@type":"Person"},{"name":"Mohammad Shahbazi Asl","affiliation":[{"name":"North-Caucasus Center for Mathematical Research, North-Caucasus Federal University","address":{"name":"North-Caucasus Center for Mathematical Research, North-Caucasus Federal University, Stavropol, Russia","@type":"PostalAddress"},"@type":"Organization"}],"@type":"Person"}],"isAccessibleForFree":false,"hasPart":{"isAccessibleForFree":false,"cssSelector":".main-content","@type":"WebPageElement"},"@type":"ScholarlyArticle"},"@context":"https://schema.org","@type":"WebPage"}</script> </head> <body class="" >  <noscript> <iframe src="https://www.googletagmanager.com/ns.html?id=GTM-MRVXSHQ" height="0" width="0" style="display:none;visibility:hidden"></iframe> </noscript>   <noscript data-test="gtm-body"> <iframe src="https://www.googletagmanager.com/ns.html?id=GTM-MRVXSHQ" height="0" width="0" style="display:none;visibility:hidden"></iframe> </noscript>  <div class="u-visually-hidden" aria-hidden="true" data-test="darwin-icons"> <?xml version="1.0" 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</li> <li class="c-breadcrumbs__item" id="breadcrumb2" itemprop="itemListElement" itemscope="" itemtype="https://schema.org/ListItem"> <span itemprop="name">Article</span><meta itemprop="position" content="3"> </li> </ol> </nav> <h1 class="c-article-title" data-test="article-title" data-article-title="">A high-order compact difference scheme for the multi-term time-fractional Sobolev-type convection-diffusion equation</h1> <ul class="c-article-identifiers"> <li class="c-article-identifiers__item"> Published: <time datetime="2025-01-11">11 January 2025</time> </li> </ul> <ul class="c-article-identifiers c-article-identifiers--cite-list"> <li class="c-article-identifiers__item"> <span data-test="journal-volume">Volume 44</span>, article number <span data-test="article-number">115</span>, (<span data-test="article-publication-year">2025</span>) </li> <li class="c-article-identifiers__item c-article-identifiers__item--cite"> <a href="#citeas" data-track="click" data-track-action="cite this 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class="app-article-masthead__journal-title">Computational and Applied Mathematics</span> </a> <a href="https://link.springer.com/journal/40314/aims-and-scope" class="app-article-masthead__submission-link" data-track="click_aims_and_scope" data-track-action="aims and scope" data-track-context="article page" data-track-label="link"> Aims and scope <svg width="16" height="16" focusable="false" role="img" aria-hidden="true" class="u-icon"><use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#icon-eds-i-arrow-right-medium"></use></svg> </a> <a href="https://www.editorialmanager.com/coam" class="app-article-masthead__submission-link" data-track="click_submit_manuscript" data-track-context="article masthead on springerlink article page" data-track-action="submit manuscript" data-track-label="link"> Submit manuscript <svg width="16" height="16" focusable="false" role="img" aria-hidden="true" class="u-icon"><use xmlns:xlink="http://www.w3.org/1999/xlink" 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Alikhanov<svg width="16" height="16" focusable="false" role="img" aria-hidden="true" class="u-icon"><use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#icon-eds-i-mail-medium"></use></svg></a><sup class="u-js-hide"><a href="#Aff1">1</a></sup>, </li><li class="c-article-author-list__item"><a data-test="author-name" data-track="click" data-track-action="open author" data-track-label="link" href="#auth-Poonam-Yadav-Aff2" data-author-popup="auth-Poonam-Yadav-Aff2" data-author-search="Yadav, Poonam">Poonam Yadav</a><sup class="u-js-hide"><a href="#Aff2">2</a></sup>, </li><li class="c-article-author-list__item c-article-author-list__item--hide-small-screen"><a data-test="author-name" data-track="click" data-track-action="open author" data-track-label="link" href="#auth-Vineet_Kumar-Singh-Aff2" data-author-popup="auth-Vineet_Kumar-Singh-Aff2" data-author-search="Singh, Vineet Kumar">Vineet Kumar Singh</a><sup class="u-js-hide"><a href="#Aff2">2</a></sup> & </li><li class="c-article-author-list__show-more" aria-label="Show all 4 authors for this article" title="Show all 4 authors for this article">…</li><li class="c-article-author-list__item"><a data-test="author-name" data-track="click" data-track-action="open author" data-track-label="link" href="#auth-Mohammad_Shahbazi-Asl-Aff1" data-author-popup="auth-Mohammad_Shahbazi-Asl-Aff1" data-author-search="Asl, Mohammad Shahbazi">Mohammad Shahbazi Asl</a><sup class="u-js-hide"><a href="#Aff1">1</a></sup> </li></ul><button aria-expanded="false" class="c-article-author-list__button"><svg width="16" height="16" focusable="false" role="img" aria-hidden="true" class="u-icon"><use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#icon-eds-i-chevron-down-medium"></use></svg><span>Show authors</span></button> <div data-test="article-metrics"> <ul class="app-article-metrics-bar u-list-reset"> <li class="app-article-metrics-bar__item"> <p class="app-article-metrics-bar__count"><svg class="u-icon app-article-metrics-bar__icon" width="24" height="24" aria-hidden="true" focusable="false"> <use xlink:href="#icon-eds-i-accesses-medium"></use> </svg>215 <span class="app-article-metrics-bar__label">Accesses</span></p> </li> <li class="app-article-metrics-bar__item app-article-metrics-bar__item--metrics"> <p class="app-article-metrics-bar__details"><a href="/article/10.1007/s40314-024-03077-8/metrics" data-track="click" data-track-action="view metrics" data-track-label="link" rel="nofollow">Explore all metrics <svg class="u-icon app-article-metrics-bar__arrow-icon" width="24" height="24" aria-hidden="true" focusable="false"> <use xlink:href="#icon-eds-i-arrow-right-medium"></use> </svg></a></p> </li> </ul> </div> <div class="u-mt-32"> </div> </header> </div> <div data-article-body="true" data-track-component="article body" class="c-article-body"> <section aria-labelledby="Abs1" data-title="Abstract" lang="en"><div class="c-article-section" id="Abs1-section"><h2 class="c-article-section__title js-section-title js-c-reading-companion-sections-item" id="Abs1">Abstract</h2><div class="c-article-section__content" id="Abs1-content"><p>This paper presents two high-order compact difference schemes to discuss the numerical solution of the one-dimensional and two-dimensional multi-term time-fractional convection-diffusion equation of the Sobolev type based on the Caputo fractional derivative. For this purpose, we employ the L2 formula for the temporal discretization of the Caputo fractional derivatives and introduce a new compact difference operator for the space discretization. The proposed schemes transform the original problem into a system of algebraic equation. We present a novel analysis of the convergence and theoretical stability of both methods. The difference schemes have fourth-order and <span class="mathjax-tex">$3-\max \{\alpha _r, \beta _r\}$</span> order of accuracy in space and time respectively, where <span class="mathjax-tex">$\alpha _r$</span> and <span class="mathjax-tex">$\beta _r$</span> are the orders of the fractional derivatives in the multi-term convection-diffusion model. Additionally, we construct an L2-type numerical scheme on non-uniform graded meshes to address problems where the solution exhibits weak initial regularity. Some test functions are provided to demonstrate the accuracy and efficiency of the proposed schemes. 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