Author

P. M. Hull

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 Paleontology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:ecology & biodiversity· 1 Assay:imaging· 1 Approach:statistical model· 1

Frequent Co-Authors

A. M. Dunhill· 1 shared A. P. Beckerman· 1 shared A. Y. Hsiang· 1 shared J. A. Dunne· 1 shared J. O. Shaw· 1 shared

Activity by Year

2022-2024 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 6 mutual co-author links

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1 shared paperPaleontology

A. M. Dunhill

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2 papers

Recent·Most cited

A framework for reconstructing ancient food webs using functional trait data

J. O. Shaw, A. M. Dunhill, A. P. Beckerman, J. A. Dunne, P. M. Hull

This paper introduces PFIM, a model that reconstructs ancient food webs using functional trait data, showing it can predict ~70% of trophic interactions in modern systems and ~90% when enforcing interaction distributions.

bioRxiv · Jan 30, 2024 · PreprintPaleontology

Automated community ecology using deep learning: a case study of planktonic foraminifera

A. Y. Hsiang, P. M. Hull

This study uses deep learning to automate taxonomic identification of planktonic foraminifera, showing high congruence with traditional methods and reducing biodiversity bias.

bioRxiv · Oct 31, 2022 · PreprintEcology