Author

Hemanth Kolla

Sandia National Laboratories CaliforniaORCID 0000-0003-4969-5870Unclaimed 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 Assay:metagenomics· 1 Approach:statistical model· 1

Frequent Co-Authors

Deanna Joy CurtisiD· 1 shared Elise K. WilbourniD· 1 shared John A. McGoweniD· 1 shared Kunal PooreyiD· 1 shared Pamela Lane· 1 shared Prashant Rai· 1 shared Todd W. LaneiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperEcology

Deanna Joy CurtisORCID

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1 paper

Recent·Most cited

EcologyAlgal ResearchPeer-reviewedSep 4, 2026

Characterizing Industrial Pond Ecology Timeline in DISCOVR Cultivation Trials for Early Detection of Pond Crashes

Elise K. Wilbourn, Deanna Joy Curtis, Hemanth Kolla…·Kunal Poorey

This study develops PondSentry, a time-series anomaly detection method, to predict algal pond crashes three days in advance using ecological data from Arizona cultivation trials.

DOI 10.1016/j.algal.2026.104932

metagenomicsdeep learning

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