Computational Methods in Systems Biology

Computational Methods in Systems Biology

19th International Conference, CMSB 2021, Bordeaux, France, September 22-24, 2021, Proceedings

Cinquemani, Eugenio; Pauleve, Loic

Springer Nature Switzerland AG

08/2021

281

Mole

Inglês

9783030856328

15 a 20 dias

456

Descrição não disponível.
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.
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adaptive control systems;artificial intelligence;automation;computer networks;computer programming;computer systems;differential equations;distributed computer systems;embedded systems;formal logic;fuzzy control;fuzzy sets;linear matrix inequalities;matrix algebra;network architecture;network protocols;numerical methods;probability;signal processing;software engineering