Recurrent neural networks enable design of multifunctional synthetic human gut microbiome dynamics

Predicting the dynamics and functions of microbiomes constructed from the bottom-up is a key challenge in exploiting them to our benefit. Current models based on ecological theory fail to capture complex community behaviors due to higher order interactions, do not scale well with increasing complexi...

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Detalles Bibliográficos
Autores principales: Baranwal, Mayank, Clark, Ryan L, Thompson, Jaron, Sun, Zeyu, Hero, Alfred O, Venturelli, Ophelia S
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2022
Materias:
Computational and Systems Biology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9225007/
https://www.ncbi.nlm.nih.gov/pubmed/35736613
http://dx.doi.org/10.7554/eLife.73870

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9225007/
https://www.ncbi.nlm.nih.gov/pubmed/35736613
http://dx.doi.org/10.7554/eLife.73870

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