Computational Methods in Systems Biology
20th International Conference, CMSB 2022, Bucharest, Romania, September 14-16, 2022, Proceedings
Published on 20. August 2022
Book
Paperback/Softback
XXII, 311 pages
978-3-031-15033-3 (ISBN)
Description
This book constitutes the refereed proceedings of the 20th International Conference on Computational Methods in Systems Biology, CMSB 2022, held in Bucharest, Romania, in September 2022.
The 13 full papers and 4 tool papers were carefully reviewed and selected from 43 submissions. CMSB focuses on modeling, simulation, analysis, design and control of biological systems. The papers are arranged thematically as follows: Chemical reaction networks; Boolean networks; continuous and hybrid models; machine learning; software.
More details
Series
Edition
1st ed. 2022
Language
English
Place of publication
Cham
Switzerland
Publishing group
Springer International Publishing
Target group
Professional and scholarly
Illustrations
72 farbige Abbildungen, 15 s/w Abbildungen
XXII, 311 p. 87 illus., 72 illus. in color.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 19 mm
Weight
511 gr
ISBN-13
978-3-031-15033-3 (9783031150333)
DOI
10.1007/978-3-031-15034-0
Schweitzer Classification
Other editions
Additional editions
Ion Petre | Andrei Paun
Computational Methods in Systems Biology
20th International Conference, CMSB 2022, Bucharest, Romania, September 14-16, 2022, Proceedings
E-Book
08/2022
Springer
€80.24
Available for download
Content
Chemical Reaction Networks Algebraic Biochemistry: a Framework for On-line Analog Computation in Cells.- Abstract Simulation of Reaction Networks via Boolean Networks.- Abstraction-Based Segmental Simulation of Chemical Reaction Networks.- Qualitative dynamics of chemical reaction networks: an investigation using partial tropical equilibrations.- Boolean Networks Prioritization of candidate genes through Boolean networks.- Variable Stabilisation in Boolean Monotonic Model Pools.- Variable-Depth Simulation of Most Permissive Boolean Networks.- Minimal trap spaces of Logical models are maximal siphons of their Petri net encoding.- Continuous and Hybrid Models Stability versus Metastability in a Model of Skin Fages Exact linear reduction for rational dynamical systems.- Limit cycle analysis of a class of hybrid gene regulatory networks.- Machine Learning Bayesian learning of effective chemical master equations in crowded intracellular conditions.- Probabilistic Multivariate Early WarningSignals.- A Meta-Species Language for Chemical Reaction Networks.- Automated Generation of Conditional Moment Equations for Stochastic Reaction Networks.- An Extension of ERODE to Reduce Boolean Networks by Backward Boolean Equivalence.- 2.0: Modelling and Analysis of Regulated Rule-based Systems.