{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,21]],"date-time":"2026-08-21T16:21:58Z","timestamp":1787329318863,"version":"build-2736575974"},"reference-count":18,"publisher":"Society for Industrial & Applied Mathematics (SIAM)","issue":"6","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["SIAM J. Numer. Anal."],"published-print":{"date-parts":[[2008,1]]},"abstract":"<jats:p>When immune cells detect foreign molecules, they secrete soluble factors that attract other immune cells to the site of the infection. In this paper, I study numerical solutions to a model of this behavior proposed by Kepler. In this model the soluble factors are governed by a system of reaction-diffusion equations with sources that are centered on the cells. The motion of the model cells is a Langevin process that is biased toward the gradient of the soluble factors. I have shown that the solution to this system exists for all time and remains positive, the supremum is a priori bounded, and the derivatives are bounded for finite time. I have also developed a first order split scheme for solving the reaction-diffusion stochastic system. This allows us to make use of known first order schemes for solving the diffusion, the reaction, and the stochastic differential equations separately.<\/jats:p>","DOI":"10.1137\/070701595","type":"journal-article","created":{"date-parts":[[2008,9,4]],"date-time":"2008-09-04T19:18:32Z","timestamp":1220555912000},"page":"3113-3135","source":"Crossref","is-referenced-by-count":5,"title":["Operator Splitting for an Immunology Model Using Reaction-Diffusion Equations with Stochastic Source Terms"],"prefix":"10.1137","volume":"46","author":[{"given":"Timothy A.","family":"Lucas","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"351","published-online":{"date-parts":[[2008,9,4]]},"reference":[{"key":"R1","doi-asserted-by":"crossref","unstructured":"S. C. Brenner and L. R. Scott,\n                      The Mathematical Theory of Finite Element Methods\n                      , 2nd ed., Springer-Verlag, New York, 2002.","DOI":"10.1007\/978-1-4757-3658-8"},{"key":"R2","unstructured":"L. C. Evans,\n                      Partial Differential Equations\n                      , Grad. Stud. Math. 19, American Mathematical Society, Providence, RI, 1998."},{"key":"R3","unstructured":"G. B. Folland,\n                      Introduction to Differential Equations\n                      , 2nd ed., Princeton University Press, Princeton, N.J., 1995."},{"key":"R4","doi-asserted-by":"crossref","unstructured":"W. Hundsdorfer and J. Verwer,\n                      Numerical Solution of Time-Dependent Advection-Diffusion-Reaction Equations\n                      , Springer-Verlag, Berlin, 2003.","DOI":"10.1007\/978-3-662-09017-6"},{"key":"R5","doi-asserted-by":"publisher","DOI":"10.1016\/0022-5193(71)90050-6"},{"key":"R6","doi-asserted-by":"publisher","DOI":"10.1111\/j.1600-065X.2007.00500.x"},{"key":"R7","doi-asserted-by":"crossref","unstructured":"T. B. Kepler,\n                      Microsimulation of Inducible Reorganization in Immunity\n                      , in Complex Systems Science in BioMedicine, T. S. Deisboeck and J. Y. Kresh, eds., Springer-Verlag, New York, 2006, pp. 437\u2013450.","DOI":"10.1007\/978-0-387-33532-2_18"},{"key":"R8","unstructured":"P. Kloeden and E. Platen,\n                      Numerical Solution of Stochastic Differential Equations\n                      , Springer-Verlag, Berlin, 1999."},{"key":"R9","unstructured":"D. S. Lemons,\n                      An introduction to stochastic processes in physics\n                      , Translated by A. Gythiel, Johns Hopkins University Press, Baltimore, MD, 2002."},{"key":"R10","unstructured":"X. Mao,\n                      Stochastic Differential Equations and Their Applications\n                      , Horwood Publishing Limited, Chichester, 1997."},{"key":"R11","doi-asserted-by":"crossref","unstructured":"G. N. Milstein,\n                      Numerical integration of stochastic differential equations\n                      , Kluwer Academic Publishers Group, Dordrecht, 1995. Translated and revised from the 1988 Russian original.","DOI":"10.1007\/978-94-015-8455-5"},{"key":"R12","doi-asserted-by":"publisher","DOI":"10.1186\/1751-0473-3-6"},{"key":"R13","doi-asserted-by":"crossref","unstructured":"B. \u00d8ksendal,\n                      Stochastic Differential Equations\n                      , 6th ed., Universitext, Springer-Verlag, Berlin, 2003.","DOI":"10.1007\/978-3-642-14394-6"},{"key":"R14","doi-asserted-by":"publisher","DOI":"10.1016\/0022-5193(71)90154-8"},{"key":"R15","doi-asserted-by":"crossref","unstructured":"E. Palsson and H. G. Othmer,\n                      A model for individual and collective cell movement in dictyostelium discoideum\n                      , Proc. Natl. Acad. Sci. USA 97, 2000, pp. 10448\u201310453.","DOI":"10.1073\/pnas.97.19.10448"},{"key":"R16","unstructured":"M. E. Taylor,\n                      Partial Differential Equations\n                      III: Nonlinear Equations, Springer-Verlag, New York, 1997, corrected reprint of the 1996 original."},{"key":"R17","unstructured":"V. Thom\u00e9e,\n                      Galerkin Finite Element Methods for Parabolic Problems\n                      , 2nd ed., Springer-Verlag, Berlin, 2006."},{"key":"R18","doi-asserted-by":"publisher","DOI":"10.1016\/S0092-8240(05)80008-4"}],"container-title":["SIAM Journal on Numerical Analysis"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/epubs.siam.org\/doi\/pdf\/10.1137\/070701595","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,8,21]],"date-time":"2026-08-21T15:14:55Z","timestamp":1787325295000},"score":1,"resource":{"primary":{"URL":"https:\/\/epubs.siam.org\/doi\/10.1137\/070701595"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2008,1]]},"references-count":18,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2008,1]]}},"alternative-id":["10.1137\/070701595"],"URL":"https:\/\/doi.org\/10.1137\/070701595","relation":{},"ISSN":["0036-1429","1095-7170"],"issn-type":[{"value":"0036-1429","type":"print"},{"value":"1095-7170","type":"electronic"}],"subject":[],"published":{"date-parts":[[2008,1]]}}}