Author

Ngoc Phu Doan

Queen's University Belfast

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Ecology· 1

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Research Focus:host-pathogen & immune response· 1

Frequent Co-Authors

Archie Kelso MurchieiD· 1 shared Connor BamfordiD· 1 shared Eric Rene MorganiD· 1 shared Jaimie T. A. DickiD· 1 shared Lucy M DevliniD· 1 shared Phi Hung Nguyen· 1 shared Ross N. CuthbertiD· 1 shared Thai S. Mai· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperEcology

Archie Kelso MurchieORCID

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1 paper

Recent·Most cited

EcologybioRxivPreprintMay 24, 2026

Spatio-temporal machine learning for multi-horizon prediction of bluetongue outbreaks

Lucy M Devlin, Phi Hung Nguyen, Ross N. Cuthbert…·Thai S. Mai

This paper develops a machine learning framework to predict bluetongue outbreaks up to six months in advance using climate and surveillance data, achieving strong performance across three European countries.

DOI 10.64898/2026.05.21.726753

deep learningdrug response / drug discovery

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