Introduction to Mathematics for Computatio...

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Sprache: Englisch

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Beschreibung

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.

Über den Autor

Paola Lecca, Assistant Professor, Faculty of Engineering, Free University of Bozen-Bolzano, Italy

Bruno Carpentieri, Associate Professor, Faculty of Engineering, Free University of Bozen-Balzano, Italy

Inhaltsverzeichnis

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.-

Details

Erscheinungsjahr:	2024
Fachbereich:	Allgemeines
Genre:	Biologie , Mathematik , Medizin , Naturwissenschaften , Technik
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Reihe:	Techniques in Life Science and Biomedicine for the Non-Expert
Inhalt:	x 264 S. 10 s/w Illustr. 30 farbige Illustr. 264 p. 40 illus. 30 illus. in color.
ISBN-13:	9783031365683
ISBN-10:	3031365682
Sprache:	Englisch
Einband:	Kartoniert / Broschiert
Autor:	Lecca, Paola Carpentieri, Bruno
Hersteller:	Springer Birkhäuser Springer International Publishing AG Techniques in Life Science and Biomedicine for the Non-Expert
Verantwortliche Person für die EU:	Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße:	235 x 155 x 16 mm
Von/Mit:	Paola Lecca (u. a.)
Erscheinungsdatum:	14.09.2024
Gewicht:	0,423 kg