Computational Methods in Systems Biology : 20th International Conference, CMSB 2022, Bucharest, Romania, September 14–16, 2022, Proceedings / edited by Ion Petre, Andrei Păun.

Format:

Book

Contributor:

Petre, Ion, editor.

Păun, Andrei, editor.

Series:

Lecture Notes in Bioinformatics, 2366-6331 ; 13447

Language:

English

Subjects (All):

Bioinformatics.

Computer systems.

Artificial intelligence.

Biological models.

Computational and Systems Biology.

Computer System Implementation.

Artificial Intelligence.

Biological Models.

Local Subjects:

Computational and Systems Biology.

Computer System Implementation.

Artificial Intelligence.

Biological Models.

Physical Description:

1 online resource (324 pages)

Edition:

1st ed. 2022.

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2022.

Summary:

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.

Contents:

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.

Other Format:

Print version: Petre, Ion Computational Methods in Systems Biology

ISBN:

9783031150340

3031150341