03243nam 22007335 450 991074609190332120251008140524.09783031365669303136566610.1007/978-3-031-36566-9(CKB)28208592100041(MiAaPQ)EBC30740632(Au-PeEL)EBL30740632(DE-He213)978-3-031-36566-9(OCoLC) 1397569991(PPN)27273750X(OCoLC)1397569991(EXLCZ)992820859210004120230912d2023 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierIntroduction to Mathematics for Computational Biology /by Paola Lecca, Bruno Carpentieri1st ed. 2023.Cham :Springer International Publishing :Imprint: Springer,2023.1 online resource (268 pages)Techniques in Life Science and Biomedicine for the Non-Expert,2367-11229783031365652 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 -- .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 interdiscplinary research. .Techniques in Life Science and Biomedicine for the Non-Expert,2367-1122BioinformaticsBiomathematicsBiochemistryBiologyTechniqueBiophysicsComputational and Systems BiologyMathematical and Computational BiologyBioinformaticsBiochemistryBiophysical MethodsBioinformatics.Biomathematics.Biochemistry.BiologyTechnique.Biophysics.Computational and Systems Biology.Mathematical and Computational Biology.Bioinformatics.Biochemistry.Biophysical Methods.570.285570.285Lecca Paola1973-985245Carpentieri B1433079MiAaPQMiAaPQMiAaPQBOOK9910746091903321Introduction to mathematics for computational biology3578336UNINA