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Introduction to Mathematics for Computational Biology

Paola Lecca, Bruno Carpentieri

PDF
ca. 128,39
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Springer International Publishing img Link Publisher

Naturwissenschaften, Medizin, Informatik, Technik / Sonstiges

Description

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. 

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Keywords

high performance computing, graph theory, biological network, drug design, systems bio, electrophysiology, linear algebra, pharmacokinetics, multiphysics simulations, drug discovery, pharmacodynamics, association networks, bioinformatics, network theory, computational mathematics, molecular screening