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Computational methods in systems biology = 20th International Conference, CMSB 2022, Bucharest, Romania, September 14-16, 2022 : proceedings /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Computational methods in systems biology/ edited by Ion Petre, Andrei Paun.
其他題名:	20th International Conference, CMSB 2022, Bucharest, Romania, September 14-16, 2022 : proceedings /
其他作者:	Petre, Ion.
團體作者:	CMSB (Conference)
出版者:	Cham :Springer International Publishing : : 2022.,
面頁冊數:	xxii, 311 p. :ill., digital ;24 cm.
內容註:	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.
Contained By:	Springer Nature eBook
標題:	Computational biology - Congresses. -
電子資源:	https://doi.org/10.1007/978-3-031-15034-0
ISBN:	9783031150340

Computational methods in systems biology = 20th International Conference, CMSB 2022, Bucharest, Romania, September 14-16, 2022 : proceedings /
Computational methods in systems biology20th International Conference, CMSB 2022, Bucharest, Romania, September 14-16, 2022 : proceedings /[electronic resource] :edited by Ion Petre, Andrei Paun. - Cham :Springer International Publishing :2022. - xxii, 311 p. :ill., digital ;24 cm. - Lecture notes in computer science,134470302-9743 ;. - Lecture notes in computer science ;13447..

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.

ISBN: 9783031150340

Standard No.: 10.1007/978-3-031-15034-0doiSubjects--Topical Terms:

893170
Computational biology
--Congresses.

LC Class. No.: QH324.2 / .C57 2022

Dewey Class. No.: 570.285

Computational methods in systems biology = 20th International Conference, CMSB 2022, Bucharest, Romania, September 14-16, 2022 : proceedings /
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