Author

Jiawen Zhang

Technical University of MunichORCID 0000-0001-9266-7870Unclaimed ORCID profile · follow to get notified of new preprints

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Jiawen Zhang1 paper · University of Pittsburgh

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

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Anna-Simone FrankiD· 1 shared Sam SubbeyiD· 1 shared

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2024-2024 · peak 1/yr

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1 shared paperEcology

Anna-Simone FrankORCID

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1 paper

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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

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