Author

Sam Subbey

ORCID 0000-0003-0646-9830Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Approach:statistical model· 2 Research Focus:benchmarking· 1 Research Focus:ecology & biodiversity· 1

Frequent Co-Authors

Anna-Simone FrankiD· 2 shared Jiawen ZhangiD· 1 shared Richard D.M. NashiD· 1 shared Ute Schaarschmidt· 1 shared

Activity by Year

2024-2024 · peak 2/yr

Co-Author Collaboration Network

4 top collaborators · 4 mutual co-author links

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2 shared papersEcology

Anna-Simone FrankORCID

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2 papers

Recent·Most cited

EcologybioRxivPreprintNov 15, 2024

Evaluating the Fidelity of Data-Driven Predator-Prey Models: A Dynamical Systems Analysis

Anna-Simone Frank, Jiawen Zhang, Sam Subbey

This paper evaluates a data-driven method's ability to replicate predator-prey dynamics using SINDy, showing consistency but also parameter sensitivity and the need for extensive data.

DOI 10.1101/2024.11.15.623759

deep learningstatistical model

𝕏 PostBluesky

EcologybioRxivPreprintMar 21, 2024

Discrete Time Modeling of Stock-Recruit Relationships with Life-History Stanzas

Anna-Simone Frank, Ute Schaarschmidt, Richard D.M. Nash, Sam Subbey

This paper introduces a discrete time model of stock-recruit relationships using life-history stanzas, showing it can generate diverse SR patterns and improve understanding of population dynamics.

DOI 10.1101/2024.03.21.586068

deep learningstatistical model

𝕏 PostBluesky