Author

Burak Kutlu

Novo Nordisk (United States)ORCID 0000-0001-6854-327XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Approach:statistical model· 2 Research Focus:cell-cell communication· 1 Assay:ChIP-seq· 1 Research Focus:database / resource· 1 Assay:DNA methylation· 1 Approach:experimental assay· 1 Research Focus:gene regulatory network inference· 1

Frequent Co-Authors

Kevin L. GroveiD· 2 shared Leandro Z. AgudeloiD· 2 shared M KellisiD· 2 shared Rémy TuyérasiD· 2 shared Álvaro MorcuendeiD· 1 shared Anjanet R. Loon· 1 shared Claudia Llinares· 1 shared Kyriaki Galani· 1 shared

Activity by Year

2021-2021 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 40 mutual co-author links

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2 shared papersSystems Biology

Kevin L. GroveORCID

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2 papers

Recent·Most cited

Systems BiologybioRxivPreprintJun 25, 2021

Cellular intelligence: dynamic specialization through non-equilibrium multi-scale compartmentalization

Rémy Tuyéras, Leandro Z. Agudelo, Soumya P. Ram…·M Kellis

This paper introduces a framework using operads to model cellular intelligence through non-equilibrium compartmentalization and applies it as an unsupervised learning algorithm to machine learning datasets.

4 citations

statistical modelmachine learning (classical)

𝕏 PostBluesky

Systems BiologybioRxivPreprintJun 25, 2021

Metabolic resilience is encoded in genome plasticity

Leandro Z. Agudelo, Rémy Tuyéras, Claudia Llinares…·M Kellis

The paper investigates how genome plasticity and transcriptional organization enable metabolic resilience to nutrient limitation and fasting endurance.

5 citations

humanmouse

𝕏 PostBluesky