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.

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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.

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