{"title":"肿瘤血管生成非线性PDE模型的IMEX格式","authors":"Pasquale De Luca, Livia Marcellino","doi":"10.1016/j.cam.2025.117139","DOIUrl":null,"url":null,"abstract":"<div><div>This paper presents a numerical analysis of an Implicit–Explicit scheme for a non-linear parabolic PDE model of tumor angiogenesis. The model describes the evolution of endothelial cells, proteases, inhibitors, and extracellular matrix through coupled equations incorporating diffusion, chemotaxis, haptotaxis, and reaction kinetics. We design a numerical approach that manages stiff linear terms implicitly while handling non-stiff nonlinear terms explicitly. Theoretical analysis establishes main features of the scheme such as stability properties, second-order convergence, and preservation of conservation laws. Moreover, the computational complexity is analyzed, demonstrating an efficiency gains compared to fully explicit methods. Numerical experiments validate these findings and show the ability of the method to accurately capture complex biological phenomena.</div></div>","PeriodicalId":50226,"journal":{"name":"Journal of Computational and Applied Mathematics","volume":"476 ","pages":"Article 117139"},"PeriodicalIF":2.6000,"publicationDate":"2025-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"An IMEX scheme for a nonlinear PDE model of tumor angiogenesis\",\"authors\":\"Pasquale De Luca, Livia Marcellino\",\"doi\":\"10.1016/j.cam.2025.117139\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>This paper presents a numerical analysis of an Implicit–Explicit scheme for a non-linear parabolic PDE model of tumor angiogenesis. The model describes the evolution of endothelial cells, proteases, inhibitors, and extracellular matrix through coupled equations incorporating diffusion, chemotaxis, haptotaxis, and reaction kinetics. We design a numerical approach that manages stiff linear terms implicitly while handling non-stiff nonlinear terms explicitly. Theoretical analysis establishes main features of the scheme such as stability properties, second-order convergence, and preservation of conservation laws. Moreover, the computational complexity is analyzed, demonstrating an efficiency gains compared to fully explicit methods. Numerical experiments validate these findings and show the ability of the method to accurately capture complex biological phenomena.</div></div>\",\"PeriodicalId\":50226,\"journal\":{\"name\":\"Journal of Computational and Applied Mathematics\",\"volume\":\"476 \",\"pages\":\"Article 117139\"},\"PeriodicalIF\":2.6000,\"publicationDate\":\"2025-10-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Computational and Applied Mathematics\",\"FirstCategoryId\":\"100\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0377042725006533\",\"RegionNum\":2,\"RegionCategory\":\"数学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"MATHEMATICS, APPLIED\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Computational and Applied Mathematics","FirstCategoryId":"100","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0377042725006533","RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MATHEMATICS, APPLIED","Score":null,"Total":0}
An IMEX scheme for a nonlinear PDE model of tumor angiogenesis
This paper presents a numerical analysis of an Implicit–Explicit scheme for a non-linear parabolic PDE model of tumor angiogenesis. The model describes the evolution of endothelial cells, proteases, inhibitors, and extracellular matrix through coupled equations incorporating diffusion, chemotaxis, haptotaxis, and reaction kinetics. We design a numerical approach that manages stiff linear terms implicitly while handling non-stiff nonlinear terms explicitly. Theoretical analysis establishes main features of the scheme such as stability properties, second-order convergence, and preservation of conservation laws. Moreover, the computational complexity is analyzed, demonstrating an efficiency gains compared to fully explicit methods. Numerical experiments validate these findings and show the ability of the method to accurately capture complex biological phenomena.
期刊介绍:
The Journal of Computational and Applied Mathematics publishes original papers of high scientific value in all areas of computational and applied mathematics. The main interest of the Journal is in papers that describe and analyze new computational techniques for solving scientific or engineering problems. Also the improved analysis, including the effectiveness and applicability, of existing methods and algorithms is of importance. The computational efficiency (e.g. the convergence, stability, accuracy, ...) should be proved and illustrated by nontrivial numerical examples. Papers describing only variants of existing methods, without adding significant new computational properties are not of interest.
The audience consists of: applied mathematicians, numerical analysts, computational scientists and engineers.