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Record Nr. |
UNINA9910502971803321 |
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Titolo |
Computational Methods in Systems Biology : 19th International Conference, CMSB 2021, Bordeaux, France, September 22–24, 2021, Proceedings / / edited by Eugenio Cinquemani, Loïc Paulevé |
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Pubbl/distr/stampa |
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Cham : , : Springer International Publishing : , : Imprint : Springer, , 2021 |
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ISBN |
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Edizione |
[1st ed. 2021.] |
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Descrizione fisica |
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1 online resource (292 pages) |
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Collana |
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Lecture Notes in Bioinformatics, , 2366-6331 ; ; 12881 |
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Disciplina |
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Soggetti |
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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 |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di bibliografia |
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Includes bibliographical references and index. |
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Nota di contenuto |
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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 |
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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. |
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Sommario/riassunto |
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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. |
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