Computational Methods in Systems Biology

20th International Conference, CMSB 2022, Bucharest, Romania, September 14–16, 2022, Proceedings

AvIon Petre,Andrei Păun

Häftad, Engelska, 2022

Del 13447 i serien Lecture Notes in Computer Science

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Beskrivning

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.

Produktinformation

Utgivningsdatum:2022-08-20
Mått:155 x 235 x 22 mm
Vikt:508 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:311
Förlag:Springer International Publishing AG
ISBN:9783031150333

Utforska kategorier

Systemvetenskap och AI inom Data och IT
Artificiell intelligens inom Data och IT
Biovetenskap inom Naturvetenskap och teknik

Innehållsförteckning

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.