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Computational and Structural Biotechnology Journal(1)
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Microorganismos, hongos y algas(4)
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scopus(5)
Application of Machine Learning Techniques to an Agent-Based Model of Pantoea
ArticleAbstract: Agent-based modeling (ABM) is a powerful simulation technique which describes a complex dynamic systPalabras claves:agent-based model, Machine learning, neural network, Pantoea, Random forest regressionAutores:Bhowmik D., Bible A.N., Chen S.H., Fuentes-Cabrera M., Gunaratne C., McGough A.S., Morrell-Falvey J.L., Pablo Araujo, Pablo Londoño-LarreaFuentes:googlescopusINDISIM-Denitrification, an individual-based model for study the denitrification process
ArticleAbstract: Denitrification is one of the key processes of the global nitrogen (N) cycle driven by bacteria. ItPalabras claves:Bacterial yield pbkp_rediction, Denitrification, INDISIM, Individual-based model, NetLogo, Thermodynamic electron equivalent modelAutores:Ginovart M., Gras A., Moulton V., Pablo AraujoFuentes:googlescopusINDISIM-Paracoccus, an individual-based and thermodynamic model for a denitrifying bacterium
ArticleAbstract: We have developed an individual-based model for denitrifying bacteria. The model, called INDISIM-ParPalabras claves:Bacterial yield pbkp_rediction, Denitrification, INDISIM, Individual-based model, NetLogo, Paracoccus denitrificans, Thermodynamic electron equivalents modelAutores:Ginovart M., Gras A., Moulton V., Pablo AraujoFuentes:googlescopusMbT-Tool: An open-access tool based on Thermodynamic Electron Equivalents Model to obtain microbial-metabolic reactions to be used in biotechnological process
ArticleAbstract: Modelling cellular metabolism is a strategic factor in investigating microbial behaviour and interacPalabras claves:Energy-transfer-efficiency, MbT-Tool, Microbial metabolic reaction, Microbial metabolism, Microbial yield pbkp_rediction, ThermodynamicsAutores:Ginovart M., Gras A., Pablo AraujoFuentes:googlescopusThermodynamic behavior-rules for a bacterial individual-based model to study the denitrification process
Conference ObjectAbstract: The individual's adaptive behavior to environmental conditions through different behavior-rules is oPalabras claves:Bacterial yield pbkp_rediction, Denitrification, INDISIM, Individual-based model, Paracoccus denitrificans, Thermodynamic electron equivalents modelAutores:Ginovart M., Gras A., Pablo AraujoFuentes:googlescopus