Author

Rainey Lyons

Karlstad UniversityORCID 0000-0003-4113-0357Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Ecology· 1 Systems Biology· 1

Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Annette OstlingiD· 1 shared Azmy S. AcklehiD· 1 shared David M. BortziD· 1 shared Matías G. DelgadinoiD· 1 shared Mohit Kumar JollyiD· 1 shared Nora Heitzman-BreeniD· 1 shared Paras JainiD· 1 shared Ursula Trigos-RaczkowskiiD· 1 shared

Activity by Year

2023-2026 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 12 mutual co-author links

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1 shared paperEcology

Annette OstlingORCID

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2 papers

Recent·Most cited

Systems BiologybioRxivPreprintJul 3, 2026

Weak form Scientific Machine Learning for Systems Biology: A Tutorial on WENDy

Nora Heitzman-Breen, Rainey Lyons, Paras Jain…·David M. Bortz

This paper introduces WENDy, a method for parameter estimation in systems biology models using weak-form regression, demonstrating its application on real experimental data for glycolytic oscillators and cell-state transitions.

DOI 10.64898/2026.07.02.735880

statistical modelbenchmarking

𝕏 PostBluesky

EcologybioRxivPreprintNov 2, 2023

Disturbance-generated competitive coexistence

Ursula Trigos-Raczkowski, Rainey Lyons, Matías G. Delgadino…·Annette Ostling

The paper develops a mathematical model to analyze how disturbance enables competitive coexistence by linking within-patch demographic strategies to larger-scale population dynamics.

DOI 10.1101/2023.11.02.565332

statistical modelecology & biodiversity

𝕏 PostBluesky