Lecca P. Introduction to Mathematics for Computational Biology 2023

Textbook in PDF format

This introductory guide provides a thorough explanation of the mathematics and algorithms used in standard data analysis techniques within systems biology, biochemistry, and biophysics. Each part of the book covers the mathematical background and practical applications of a given technique. Readers will gain an understanding of the mathematical and algorithmic steps needed to use these software tools appropriately and effectively, as well how to assess their specific circumstance and choose the optimal method and technology. Ideal for students planning for a career in research, early-career researchers, and established scientists undertaking interdisciplinary research.
Preface
Biological Networks and Graph Theory
Introduction to Graph Theory
Biological Networks
Network Inference for Drug Discovery
Calculus and Chemical Reactions
An Introduction to Differential and Integral Calculus
Modelling Chemical Reactions
Reaction–Diffusion Systems
Linear Algebra and Modelling
Linear Algebra Background
Regression
Cardiac Electrophysiology
Index