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Connor Reynolds

@c-reynoldsuk.bsky.social
386 followers 47 following 1 posts

PhD Student at Earlham Institute Computational Biology | Plant transcriptomics #Circadian #machinelearning #transcriptomics #singlecell

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Connor Reynolds @c-reynoldsuk.bsky.social · 06/08/2025
Our paper exploring the use of ensemble machine learning models to assay the plant circadian clock at the transcriptional level is now available in Nature Communications. A fruitful collaboration between @ajwhall.bsky.social at EI and @antdodd.bsky.social at JIC
nature.com
Machine learning models highlight environmental and genetic factors associated with the Arabidopsis circadian clock - Nature Communications
The authors introduce ChronoGauge as a machine learning model which can estimate a plant’s internal circadian time using gene expression. This can be used to compare the circadian clock across differe...
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