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Transport Models for Collective Dynamics in Biological Systems
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Multiscale Analysis in Biology - Successes and Open Problems
Hans Othmer
University of Minnesota
[SLIDES]
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Abstract:
New techniques in cell and molecular biology have produced huge advances in our
understanding of signal transduction and cellular response in many systems, and
this has led to better cell-level models for problems ranging from biofilm
formation to embryonic development. However, many problems involve very large
numbers of cells, and detailed cell-based descriptions are computationally
prohibitive at present. Thus rational techniques for incorporating cell-level
knowledge into macroscopic equations are needed for these problems. In this talk
we discuss several examples that arise in the context of cell motility and
pattern formation, where one begins with a transport equation and attempts to
derive a Patlak-Keller-Segel type of chemotaxis equation. We will discuss
systems in which the micro-to-macro transition can be made more or less
completely, and also describe other systems that will require new insights and
techniques. |
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