Computational Methods in Systems Biology : 20th International Conference, CMSB 2022, Bucharest, Romania, September 14–16, 2022, Proceedings / edited by Ion Petre, Andrei Păun
(Lecture Notes in Bioinformatics. ISSN:23666331 ; 13447)
データ種別 | 電子ブック |
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版 | 1st ed. 2022. |
出版者 | (Cham : Springer International Publishing : Imprint: Springer) |
出版年 | 2022 |
大きさ | XXII, 311 p. 87 illus., 72 illus. in color : online resource |
著者標目 | Petre, Ion editor Păun, Andrei editor SpringerLink (Online service) |
書誌詳細を非表示
一般注記 | 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 Warning Signals -- 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 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 HTTP:URL=https://doi.org/10.1007/978-3-031-15034-0 |
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件 名 | LCSH:Bioinformatics LCSH:Computer systems LCSH:Artificial intelligence LCSH:Biological models FREE:Computational and Systems Biology FREE:Computer System Implementation FREE:Artificial Intelligence FREE:Biological Models |
分 類 | LCC:QH324.2-324.25 DC23:570.285 DC23:570.113 |
書誌ID | EB00000543 |
ISBN | 9783031150340 |
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