Author

G. Tikhonov

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Ecology· 3

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Assay:metagenomics· 2 Organism:multiple species· 2 Approach:statistical model· 2 Research Focus:cell type annotation· 1 Approach:deep learning· 1

Frequent Co-Authors

O. Ovaskainen· 3 shared A. Lehikoinen· 1 shared A. U. Rahman· 1 shared G. Minard· 1 shared J. Oksanen· 1 shared M. Saastamoinen· 1 shared N. Abrego· 1 shared O. Opedal· 1 shared

Activity by Year

2019-2024 · peak 2/yr

Co-Author Collaboration Network

9 top collaborators · 15 mutual co-author links

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3 shared papersEcology

O. Ovaskainen

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3 papers

Recent·Most cited

Accelerating joint species distribution modeling with Hmsc-HPC: A 1000x faster GPU deployment

A. U. Rahman, G. Tikhonov, J. Oksanen, T. Rossi, O. Ovaskainen

This paper introduces a GPU-accelerated version of the Hmsc-R JSDM framework, achieving over 1000x speed-up for large datasets and improving scalability for biodiversity modeling.

bioRxiv · Feb 13, 2024 · PreprintEcology

Joint species distribution modelling with HMSC-R

G. Tikhonov, O. Opedal, N. Abrego, A. Lehikoinen, O. Ovaskainen

The paper introduces HMSC-R 3.0, an R implementation of the HMSC framework for joint species distribution modelling, demonstrating its application to simulated and real ecological data.

bioRxiv · Apr 9, 2019 · PreprintEcology

Variation in Melitaea cinxia gut microbiota is phylogenetically highly structured but only mildly driven by host plant microbiota, sex or parasitism.

G. Minard, G. Tikhonov, O. Ovaskainen, M. Saastamoinen

The study examines gut microbiota variation in Glanville fritillary caterpillars, finding high phylogenetic structure and limited influence from host plant microbiota, sex, or parasitism.

bioRxiv · Jan 3, 2019 · PreprintEcology