Introduction to Mathematics for Computational Biology

Paola Lecca, Bruno Carpentieri (Autoren)

Buch | Softcover

X, 264 Seiten

2024 | 2023
Springer International Publishing (Verlag)
978-3-031-36568-3 (ISBN)

Noch nicht erschienen - erscheint am 05.10.2024
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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.

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.-

Erscheinungsdatum	15.09.2024
Reihe/Serie	Techniques in Life Science and Biomedicine for the Non-Expert
Zusatzinfo	X, 264 p. 40 illus., 30 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Naturwissenschaften ► Biologie ► Biochemie
Schlagworte	association networks • Bioinformatics • Biological Network • computational mathematics • drug design • drug discovery • electrophysiology • graph theory • High Performance Computing • linear algebra • molecular screening • Multiphysics simulations • Network Theory • Pharmacodynamics • Pharmacokinetics • systems bio
ISBN-10	3-031-36568-2 / 3031365682
ISBN-13	978-3-031-36568-3 / 9783031365683
Zustand	Neuware