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Computational Methods in Systems Biology = 19th International Conference, CMSB 2021, Bordeaux, France, September 22–24, 2021, Proceedings /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Computational Methods in Systems Biology/ edited by Eugenio Cinquemani, Loïc Paulevé.
其他題名:	19th International Conference, CMSB 2021, Bordeaux, France, September 22–24, 2021, Proceedings /
其他作者:	Cinquemani, Eugenio.
面頁冊數:	XII, 281 p. 74 illus., 61 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Bioinformatics. -
電子資源:	https://doi.org/10.1007/978-3-030-85633-5
ISBN:	9783030856335

Computational Methods in Systems Biology = 19th International Conference, CMSB 2021, Bordeaux, France, September 22–24, 2021, Proceedings /
Computational Methods in Systems Biology19th International Conference, CMSB 2021, Bordeaux, France, September 22–24, 2021, Proceedings /[electronic resource] :edited by Eugenio Cinquemani, Loïc Paulevé. - 1st ed. 2021. - XII, 281 p. 74 illus., 61 illus. in color.online resource. - Lecture Notes in Bioinformatics ;12881. - Lecture Notes in Bioinformatics ;9043.

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.

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.

ISBN: 9783030856335

Standard No.: 10.1007/978-3-030-85633-5doiSubjects--Topical Terms:

583857
Bioinformatics.

LC Class. No.: QH324.2-324.25

Dewey Class. No.: 570.285

Computational Methods in Systems Biology = 19th International Conference, CMSB 2021, Bordeaux, France, September 22–24, 2021, Proceedings /
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