Kniha Mathematical Modeling in Life Sciences Iordanka Panayotova

Mathematical Modeling in Life Sciences

A Practical Project-Based Approach. DE

Jazyk: Angličtina
Vazba: Pevná
Vydavatel: Springer, Berlin
Dostupnost: Skladem u dodavatele
Odesíláme za 10-13 dnů
897
This textbook offers an introduction to the mathematical modeling of complex living systems. The aut...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Pevná
Vydáno
2026
Stránek
140
EAN
9783032174857
Enbook ID
50211372
Vydavatel
Hmotnost
490
Rozměry
168 x 240

Kompletní popis

This textbook offers an introduction to the mathematical modeling of complex living systems. The authors guide undergraduate students in modeling ecological and biomedical problems using differential equations, dynamical systems, and data-driven methods. The modeling process including assumption formulation, model construction, numerical simulation, sensitivity analysis, prediction, and biological interpretation is presented step by step. Through hands-on projects and case studies, students learn to apply mathematical techniques and numerical simulations to study glucose insulin regulation in diabetes, tumor immune interactions in cancer therapy, and multi-species dynamics in Chesapeake Bay ecosystem. Together, these projects link mathematical theory to meaningful practice, helping students develop technical skills while fostering an appreciation of mathematics as a powerful tool for discovery and decision-making. Accompanied by student exercises and supported by MATLAB® code, the book also provides instruction on fitting models to real data and performing parameter sensitivity analysis. The book is well-suited for upper-undergraduate coursework or independent study and serves as a valuable resource for those aspiring to be researchers and practitioners in the life sciences.

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