Author

Joanna Strzelecki

Commonwealth Scientific and Industrial Research OrganisationORCID 0000-0003-1138-2932Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Ecology· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:ecology & biodiversity· 1 Approach:large language model· 1

Frequent Co-Authors

Cathy BulmaniD· 1 shared Elizabeth A. FultoniD· 1 shared Fabio BoschettiiD· 1 shared Rowan TrebilcoiD· 1 shared Scott SpilliasiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperEcology

Cathy BulmanORCID

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1 paper

Recent·Most cited

EcologyEnvironmental Modelling & SoftwarePeer-reviewedJan 7, 2026

AI-Driven Knowledge Synthesis for Food WebParameterisation

Scott Spillias, Elizabeth A. Fulton, Fabio Boschetti…·Rowan Trebilco

This paper introduces a framework using LLMs to automate species grouping and diet matrix generation for food web construction, achieving high consistency in species grouping and moderate accuracy in trophic interactions.

4 citationstop 3%

deep learninglarge language model

𝕏 PostBluesky