Introduction to Mathematics for Computational Biology

AvPaola Lecca,Bruno Carpentieri

Häftad, Engelska, 2024

Del i serien Techniques in Life Science and Biomedicine for the Non-Expert

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Beskrivning

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.

Produktinformation

Utgivningsdatum:2024-09-14
Mått:155 x 235 x 16 mm
Vikt:423 g
Format:Häftad
Språk:Engelska
Serie:Techniques in Life Science and Biomedicine for the Non-Expert
Antal sidor:264
Förlag:Springer International Publishing AG
ISBN:9783031365683

Utforska kategorier

Biokemi inom Naturvetenskap och teknik
Biovetenskap inom Naturvetenskap och teknik
Biologi inom Naturvetenskap och teknik

Mer om författaren

Paola Lecca, Assistant Professor, Faculty of Engineering, Free University of Bozen-Bolzano, ItalyBruno Carpentieri, Associate Professor, Faculty of Engineering, Free University of Bozen-Balzano, Italy

Innehållsförteckning

1. Introduction to graph theory.- 2. Biological networks.- 3. Network inference for drug discovery- 4. Introduction to differential and integral calculus.- 5. Modelling chemical reactions.- 6. Reaction-diffusion systems.- 7. Linear algebra background.- 8. Regression.- 9. Cardiac electrophysiology.-