1 option
Computational Methods in Systems Biology : 18th International Conference, CMSB 2020, Konstanz, Germany, September 23-25, 2020, Proceedings / edited by Alessandro Abate, Tatjana Petrov, Verena Wolf.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- Lecture notes in computer science. Lecture notes in bioinformatics 2366-6331 ; 12314
- Lecture Notes in Bioinformatics, 2366-6331 ; 12314
- Language:
- English
- Subjects (All):
- Bioinformatics.
- Computer science-Mathematics.
- Computer networks.
- Computer science.
- Artificial intelligence.
- Software engineering.
- Computational and Systems Biology.
- Mathematics of Computing.
- Computer Communication Networks.
- Theory of Computation.
- Artificial Intelligence.
- Software Engineering.
- Local Subjects:
- Computational and Systems Biology.
- Mathematics of Computing.
- Computer Communication Networks.
- Theory of Computation.
- Artificial Intelligence.
- Software Engineering.
- Physical Description:
- 1 online resource (XIX, 387 pages) : 208 illustrations, 57 illustrations in color.
- Edition:
- 1st ed. 2020.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2020.
- System Details:
- text file PDF
- Summary:
- This book constitutes the refereed proceedings of the 18th International Conference on Computational Methods in Systems Biology, CMSB 2020, held in Konstanz, Germany, in September 2020.* The 17 full papers and 5 tool papers were carefully reviewed and selected from 30 submissions. In addition 3 abstracts of invited talks and 2 tutorials have been included in this volume. Topics of interest include formalisms for modeling biological processes; models and their biological applications; frameworks for model verification, validation, analysis, and simulation of biological systems; high-performance computational systems biology and parallel implementations; model inference from experimental data; model integration from biological databases; multi-scale modeling and analysis methods; computational approaches for synthetic biology; and case studies in systems and synthetic biology. * The conference was held virtually due to the COVID-19 pandemic.
- Contents:
- Modelling and Analysis
- Rate Equations For Graphs
- Stationary Distributions and Metastable Behaviour for Self-Regulating Proteins with General Lifetime Distributions
- Accelerating Reactions at the DNA Can Slow Down Transient Gene Expression
- Graphical Conditions for Rate Independence in Chemical Reaction Networks
- Interval Constraint Satisfaction and Optimization for Biological Homeostasis and Multistationarity
- Growth Dependent Computation of Chokepoints in Metabolic Networks
- On the Complexity of Quadratization for Polynomial Differential Equations
- Comparing Probabilistic and Logic Programming Approaches to Predict the Effects of Enzymes in a Neurogenerative Disease Model
- Boolean Networks
- Control Strategy Identification via Trap Spaces in Boolean Networks
- Qualitative Analysis of Mammalian Circadian Oscillations: Cycle Dynamics and Robustness
- Synthesis and Simulation of Ensembles of Boolean Networks for Cell Fate Decision
- Classifier Construction in Boolean Networks Using Algebraic Methods
- Sequential Temporary and Permanent Control of Boolean Networks
- Inference and Identification
- ABC(SMC)^2: Simultaneous Inference and Model Checking of Chemical Reaction Networks
- Parameter Synthesis for Hybrid Systems from Hybrid CTL Specifications
- Core Models of Receptor Reactions Evaluate Basic Pathway Designs Enabling Heterogeneous Commitments to Apoptosis
- Drawing the Line: Basin Boundaries in Safe Petri Nets
- Tools
- ModRev - Model Revision Tool for Boolean Logical Models of Biological Regulatory Networks
- fnyzer: a Python Package for the Analysis of Flexible Nets
- eBCSgen: A Software Tool for Biochemical Space Language
- What is a Cell Cycle Checkpoint ? The TotemBioNet Answer
- Kaemika App, Integrating Protocols and Chemical Simulation
- Tutorials
- Tutorial: The CoLoMoTo Interactive Notebook, Accessible and Reproducible Computational Analyses for Qualitative Biological Networks
- Integrating Experimental Pharmacology and Systems Biology for GPCR Drug Discovery.
- Other Format:
- Printed edition:
- ISBN:
- 978-3-030-60327-4
- 9783030603274
- Access Restriction:
- Restricted for use by site license.
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