Author

Gemma Douilhet

University of SouthamptonORCID 0000-0003-0681-6986Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Systems Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:optimal transport· 1 Approach:statistical model· 1

Frequent Co-Authors

Andrés F. VallejoiD· 1 shared James DaviesiD· 1 shared Jenny PopleiD· 1 shared Kalum ClaytoniD· 1 shared Mahesan NiranjaniD· 1 shared Marta Ewa PolakiD· 1 shared Michael R. Ardern‐JonesiD· 1 shared Sofía SirventiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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8 top collaborators · 28 mutual co-author links

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1 shared paperSystems Biology

Andrés F. VallejoORCID

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1 paper

Recent·Most cited

Systems BiologybioRxivPreprintFeb 22, 2022

Rank Selection Genetic Algorithm optimises robust parameter estimation for systems biology models

Gemma Douilhet, Mahesan Niranjan, Andrés F. Vallejo…·Marta Ewa Polak

This paper introduces GARS, a genetic algorithm with rank selection, for parameter estimation in biological models, showing strong accuracy and superiority over existing methods.

DOI 10.1101/2022.02.22.481394

optimal transportstatistical model

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