Paola Lecca, Bruno Carpentieri

Introduction to Mathematics for Computational Biology

• Gebundenes Buch

Produktbeschreibung

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.

Produktdetails

• Techniques in Life Science and Biomedicine for the Non-Expert
• Verlag: Springer / Springer International Publishing / Springer, Berlin
• Artikelnr. des Verlages: 978-3-031-36565-2
• 2023
• Seitenzahl: 276
• Erscheinungstermin: 13. September 2023
• Englisch
• Abmessung: 241mm x 160mm x 21mm
• Gewicht: 582g
• ISBN-13: 9783031365652
• ISBN-10: 3031365658
• Artikelnr.: 68109457

Autorenporträt

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

Inhaltsangabe

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.-