Computational Methods in Systems Biology
Springer International Publishing (Verlag)
978-3-031-15033-3 (ISBN)
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.
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.
| Erscheinungsdatum | 23.08.2022 |
|---|---|
| Reihe/Serie | Lecture Notes in Bioinformatics | Lecture Notes in Computer Science |
| Zusatzinfo | XXII, 311 p. 87 illus., 72 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 479 g |
| Themenwelt | Informatik ► Weitere Themen ► Bioinformatik |
| Naturwissenschaften ► Biologie ► Genetik / Molekularbiologie | |
| Schlagworte | Applications • Artificial Intelligence • Communication Systems • Computer Networks • Computer Science • Computer systems • conference proceedings • Engineering • Formal Logic • Informatics • Internet • Mathematics • network architecture • Network Protocols • Numerical Model • Probability • Research • Signal Processing • Software engineering • stochastic • Stochastic Processes • Telecommunication networks • Telecommunication Systems • wireless telecommunication systems |
| ISBN-10 | 3-031-15033-3 / 3031150333 |
| ISBN-13 | 978-3-031-15033-3 / 9783031150333 |
| Zustand | Neuware |
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