Journal article

An adaptive numerical method for multi-cellular simulations of tissue development and maintenance

JM Osborne

Journal of Theoretical Biology | ACADEMIC PRESS LTD- ELSEVIER SCIENCE LTD | Published : 2024

Abstract

In recent years, multi-cellular models, where cells are represented as individual interacting entities, are becoming ever popular. This has led to a proliferation of novel methods and simulation tools. The first aim of this paper is to review the numerical methods utilised by multi-cellular modelling tools and to demonstrate which numerical methods are appropriate for simulations of tissue and organ development, maintenance, and disease. The second aim is to introduce an adaptive time-stepping algorithm and to demonstrate it's efficiency and accuracy. We focus on off-lattice, mechanics based, models where cell movement is defined by a series of first order ordinary differential equations, de..

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University of Melbourne Researchers

Grants

Awarded by Australian Research Council


Funding Acknowledgements

JMO would like to thank Dr Kathryn Tunyasuvunakool for her role in the initiation of this project as she laid the foundations for this work as part of her PhD project. JMO would also like to thank Kathryn's co-supervisors Professor David Gavaghan, Professor Hillel Kugler, Dr Sara-Jane Dunn, and Professor Ruth Baker for their support of this project. JMO's research is supported by the Australian Research Council (DP230100380,FT230100352) .