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Dostęp zamkniętyConvergence of the EBT method for a non-local model of cell proliferation with discontinuous interaction kernel
| cris.lastimport.scopus | 2024-02-12T19:35:11Z |
| dc.abstract.en | We consider the EBT algorithm (a particle method) for the nonlocal equation with a discontinuous interaction kernel. The main difficulty lies in the low regularity of the kernel, which is not Lipschitz continuous, thus preventing the application of standard arguments. Therefore, we use the radial symmetry of the problem instead and transform it using spherical coordinates. The resulting equation has a Lipschitz kernel with only one singularity at zero. We introduce a new weighted flat norm and prove that the particle method converges in this norm. We also comment on the two-dimensional case that requires the application of the theory of measure spaces on general metric spaces and present numerical simulations confirming the theoretical results. In a companion paper we apply the Bayesian method to fit parameters to this model and study its theoretical properties. |
| dc.affiliation | Uniwersytet Warszawski |
| dc.contributor.author | Szymańska, Zuzanna |
| dc.contributor.author | Gwiazda, Piotr |
| dc.contributor.author | Miasojedow, Błażej |
| dc.contributor.author | Skrzeczkowski, Jakub |
| dc.date.accessioned | 2024-01-24T20:47:50Z |
| dc.date.available | 2024-01-24T20:47:50Z |
| dc.date.issued | 2022 |
| dc.description.finance | Publikacja bezkosztowa |
| dc.identifier.doi | 10.1093/IMANUM/DRAB102 |
| dc.identifier.issn | 0272-4979 |
| dc.identifier.uri | https://repozytorium.uw.edu.pl//handle/item/103725 |
| dc.identifier.weblink | http://dx.doi.org/10.1093/imanum/drab102 |
| dc.language | eng |
| dc.pbn.affiliation | mathemathics |
| dc.relation.ispartof | IMA Journal of Numerical Analysis |
| dc.rights | ClosedAccess |
| dc.sciencecloud | nosend |
| dc.subject.en | particle method |
| dc.subject.en | EBT algorithm |
| dc.subject.en | measure solutions |
| dc.subject.en | flat metric |
| dc.subject.en | nonlocal equation |
| dc.subject.en | convergence analysis |
| dc.subject.en | cancer modelling |
| dc.title | Convergence of the EBT method for a non-local model of cell proliferation with discontinuous interaction kernel |
| dc.type | JournalArticle |
| dspace.entity.type | Publication |