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Chemotaxis Modeling of Autoimmune Inflammation
- PDE Computer Analysis in R
Engelsk
Bogcover for Chemotaxis Modeling of Autoimmune Inflammation af William Schiesser, 9781032317649
Specifikationer
Sprog:
Engelsk
Sider:
144
ISBN-13:
9781032317649
Indbinding:
Paperback
ISBN-10:
1032317647
Udg. Dato:
29 jul 2024
Størrelse i cm:
23,4 x 15,6
Oplagsdato:
29 jul 2024
Forfatter(e):

Chemotaxis Modeling of Autoimmune Inflammation

- PDE Computer Analysis in R
Engelsk
Paperback 2024
Format:

Bog beskrivelse

In response to an infection (e.g., from pathogens such as bacteria and viruses), the immune system can deplete macrophages (specialized white blood cells) and produce cytokines that are pro-inflammatory or anti-inflammatory.  This counterproductive autoimmune response is represented mathematically as nonlinear chemotaxis diffusion.

This book is directed to the computer-based modeling of chemotaxis inflammation.  The spatiotemporal analysis is
based on a model of three partial differential equations (PDEs). 

The three PDE model is coded (programmed) as a set of routines in R, a quality, open-source, scientific programming system.  The numerical integration (solution) of the PDEs is by the method of lines (MOL).

The three PDE model can be used for computer-based experimentation, for example, parameter variation and changes in the model equations or alternate models, to enhance a quantitative understanding of a postulated
inflammation.

This experimentation is illustrated by chapters pertaining to: (1) the computation and display of the PDE time derivatives, (2) the RHS terms of the PDEs with emphasis on the chemotaxis terms, (3) parameter variations to demonstrate parameter effects and sensitivities and (4) additonal terms in the PDEs to include PDE coupling and extensions of the basic PDE model.

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Specifikationer
Sprog:
Engelsk
Sider:
144
ISBN-13:
9781032317649
Indbinding:
Paperback
ISBN-10:
1032317647
Udg. Dato:
29 jul 2024
Størrelse i cm:
23,4 x 15,6
Oplagsdato:
29 jul 2024
Forfatter(e):
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