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

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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Bibliographic Details
Main Authors: Mayank Baranwal, Ryan L Clark, Jaron Thompson, Zeyu Sun, Alfred O Hero, Ophelia S Venturelli
Format: Article
Language:English
Published: eLife Sciences Publications Ltd 2022-06-01
Series:eLife
Subjects:
human gut microbiome
ecological network
dynamical systems
microbiome engineering
machine learning
microbial metabolism
Online Access:https://elifesciences.org/articles/73870

Internet

https://elifesciences.org/articles/73870

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