Author

András Formanek

Budapest University of Technology and EconomicsORCID 0000-0003-0734-1417Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Microbiology· 1

Signature Assays, Organisms & Methods

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Organism:bacteria (other)· 1 Approach:Bayesian inference· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Organism:human· 1 Research Focus:imputation· 1 Approach:matrix factorization· 1

Frequent Co-Authors

Ádám AranyiD· 1 shared Harri J LähdesmäkiiD· 1 shared Tommi VataneniD· 1 shared Xiao YuaniD· 1 shared Yves MoreauiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperMicrobiology

Ádám AranyORCID

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1 paper

Recent·Most cited

MicrobiologyGut MicrobesPeer-reviewedOct 5, 2026

✦ In-depth digest

LGTM: Gaussian Process Modulated Neural Topic Modeling for Longitudinal Microbiome

Xiao Yuan, Ádám Arany, András Formanek…·Tommi Vatanen

LGTM couples a neural topic model with additive basis-function Gaussian processes, learning microbial co-abundance topics and how covariates relate to their trajectories in longitudinal gut microbiome data.

DOI 10.1080/19490976.2026.2741488

humanbacteria (other)

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