1 option
Computational Methods in Systems Biology : 19th International Conference, CMSB 2021, Bordeaux, France, September 22-24, 2021, Proceedings / edited by Eugenio Cinquemani, Loïc Paulevé.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- Lecture notes in computer science. Lecture notes in bioinformatics 2366-6331 ; 12881
- Lecture Notes in Bioinformatics, 2366-6331 ; 12881
- Language:
- English
- Subjects (All):
- Bioinformatics.
- Artificial intelligence.
- Software engineering.
- Database management.
- Computer science.
- Computer networks.
- Computational and Systems Biology.
- Artificial Intelligence.
- Software Engineering.
- Database Management System.
- Theory of Computation.
- Computer Communication Networks.
- Local Subjects:
- Computational and Systems Biology.
- Artificial Intelligence.
- Software Engineering.
- Database Management System.
- Theory of Computation.
- Computer Communication Networks.
- Physical Description:
- 1 online resource (XII, 281 pages) : 74 illustrations, 61 illustrations in color.
- Edition:
- 1st ed. 2021.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2021.
- System Details:
- text file PDF
- Summary:
- This book constitutes the refereed proceedings of the 19th International Conference on Computational Methods in Systems Biology, CMSB 2021, held in Bordeaux, France, September 22-24, 2021.* The 13 full papers and 5 tool papers were carefully reviewed and selected from 32 submissions. The topics of interest include biological process modelling; biological system model verification, validation, analysis, and simulation; high-performance computational systems biology; model inference from experimental data; multi-scale modeling and analysis methods; computational approaches for synthetic biology; machine learning and data-driven approaches; microbial ecology modelling and analysis; methods and protocols for populations and their variability; models, applications, and case studies in systems and synthetic biology. The chapters "Microbial Community Decision Making Models in Batch", "Population design for synthetic gene circuits", "BioFVM-X: An MPI+OpenMP 3-D Simulator for Biological Systems" are published open access under a CC BY license (Creative Commons Attribution 4.0 International License). * The conference was held in a hybrid mode due to the COVID-19 pandemic.
- Contents:
- Reducing Boolean Networks with Backward Boolean Equivalence
- Abstraction of Markov Population Dynamics via Generative Adversarial Nets
- Greening R. Thomas' Framework with Environment Variables: a Divide and Conquer Approach
- Automated inference of production rules for glycans
- Compiling Elementary Mathematical Functions into Finite Chemical Reaction Networks via a Polynomialization Algorithm for ODEs
- Interpretable exact linear reductions via positivity
- Explainable artificial neural network for recurrent venous thromboembolism based on plasma proteomics
- Neural networks to predict survival from RNA-seq data in oncology
- Microbial Community Decision Making Models in Batchand Chemostat Cultures.-Learning Boolean controls in regulated metabolic networks: a case-study
- Population design for synthetic gene circuits
- Nonlinear pattern matching in rule-based modeling languages
- Protein noise and distribution in a two-stage gene-expression model extended by an mRNA inactivation loop
- Aeon 2021: Bifurcation Decision Trees in Boolean Networks
- LNetReduce: tool for reducing linear dynamic networks with separated time scales
- ppsim: A software package for efficiently simulating and visualizing population protocols
- Web-based Structural Identifiability Analyzer BioFVM-X: An MPI+OpenMP 3-D Simulator for Biological Systems.
- Other Format:
- Printed edition:
- ISBN:
- 978-3-030-85633-5
- 9783030856335
- Access Restriction:
- Restricted for use by site license.
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