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Computational Methods in Systems Biology [electronic resource] : 15th International Conference, CMSB 2017, Darmstadt, Germany, September 27-29, 2017, Proceedings / edited by Jérôme Feret, Heinz Koeppl.

Contributor(s): Feret, Jérôme [editor.] | Koeppl, Heinz [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Lecture Notes in Bioinformatics: 10545Publisher: Cham : Springer International Publishing : Imprint: Springer, 2017Edition: 1st ed. 2017.Description: XIII, 332 p. 108 illus. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783319674711.Subject(s): Bioinformatics | Computer simulation | Computer science | Numerical analysis | Computational and Systems Biology | Computer Modelling | Computer Science Logic and Foundations of Programming | Numerical AnalysisAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 570.285 | 570.113 Online resources: Click here to access online
Contents:
Formalisms for modeling  biological processes -- Models and their biological applications -- Frameworks for model verication, validation, analysis, and simulation of biological systems -- High-performance computational systems biology and parallel implementations -- Model inference from experimental data.-Model integration from biological databases -- Multi-scale modeling and analysis methods -- Computational approaches for synthetic biology.
In: Springer Nature eBookSummary: This book constitutes the refereed proceedings of the 15th International Conference on Computational Methods in Systems Biology, CMSB 2017, held in Darmstadt, Germany, in September 2017. The 15 full papers, 4 tool papers and 4 posters presented together with 1 invited talk were carefully reviewed and selected from 41  regular paper submissions. Topics of interest include formalisms for modeling  biological processes; models and their biological applications; frameworks for model verication, validation, analysis, and simulation of biological systems; high-performance computational systems biology and parallel implementations; model inference from experimental data; model integration from biological databases; multi-scale modeling and analysis methods; and computational approaches for synthetic biology.
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Formalisms for modeling  biological processes -- Models and their biological applications -- Frameworks for model verication, validation, analysis, and simulation of biological systems -- High-performance computational systems biology and parallel implementations -- Model inference from experimental data.-Model integration from biological databases -- Multi-scale modeling and analysis methods -- Computational approaches for synthetic biology.

This book constitutes the refereed proceedings of the 15th International Conference on Computational Methods in Systems Biology, CMSB 2017, held in Darmstadt, Germany, in September 2017. The 15 full papers, 4 tool papers and 4 posters presented together with 1 invited talk were carefully reviewed and selected from 41  regular paper submissions. Topics of interest include formalisms for modeling  biological processes; models and their biological applications; frameworks for model verication, validation, analysis, and simulation of biological systems; high-performance computational systems biology and parallel implementations; model inference from experimental data; model integration from biological databases; multi-scale modeling and analysis methods; and computational approaches for synthetic biology.

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