Getting Started in Mathematical Life Sciences

Name: Getting Started in Mathematical Life Sciences
Brand: Springer, Berlin
SKU: 9789811982590
Price: 1231 CZK
Availability: InStock

From MATLAB Programming to Computer Simulations

Autor: Makoto Sato

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer, Berlin

Dostupnost: Skladem u dodavatele

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This book helps the reader make use of the mathematical models of biological phenomena starting from...

Informace o knize

Autor

Makoto Sato

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2024

Stránek

204

EAN

9789811982590

Enbook ID

44666860

Vydavatel

Springer, Berlin

Hmotnost

308

Rozměry

155 x 235

Kompletní popis

This book helps the reader make use of the mathematical models of biological phenomena starting from the basics of programming and computer simulation. Computer simulations based on a mathematical model enable us to find a novel biological mechanism and predict an unknown biological phenomenon. Mathematical biology could further expand the progress of modern life sciences. Although many biologists are interested in mathematical biology, they do not have experience in mathematics and computer science. An educational course that combines biology, mathematics, and computer science is very rare to date. Published books for mathematical biology usually explain the theories of established mathematical models, but they do not provide a practical explanation for how to solve the differential equations included in the models, or to establish such a model that fits with a phenomenon of interest. MATLAB is an ideal programming platform for the beginners of computer science. This book starts from the very basics about how to write a programming code for MATLAB (or Octave), explains how to solve ordinary and partial differential equations, and how to apply mathematical models to various biological phenomena such as diabetes, infectious diseases, and heartbeats. Some of them are original models, newly developed for this book. Because MATLAB codes are embedded and explained throughout the book, it will be easy to catch up with the text. In the final chapter, the book focuses on the mathematical model of the proneural wave, a phenomenon that guarantees the sequential differentiation of neurons in the brain. This model was published as a paper from the author's lab (Sato et al., PNAS 113, E5153, 2016), and was intensively explained in the book chapter "Notch Signaling in Embryology and Cancer", published by Springer in 2020. This book provides the reader who has a biological background with invaluable opportunities to learn and practice mathematical biology.

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Getting Started in Mathematical Life Sciences

From MATLAB Programming to Computer Simulations

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také