Author

Symon M. Gathiaka

AstraZeneca (United States)ORCID 0000-0002-2488-6227Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:statistical model· 1

Frequent Co-Authors

Christian TyrchaniD· 1 shared Eva NittingeriD· 1 shared Hongtao ZhaoiD· 1 shared Melissa A. Yu· 1 shared W. Patrick WaltersiD· 1 shared

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2025-2025 · peak 1/yr

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1 shared paperBioinformatics

Christian TyrchanORCID

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1 paper

Recent·Most cited

BioinformaticsJournal of CheminformaticsPeer-reviewedOct 13, 2025

Enhanced Thompson Sampling by Roulette Wheel Selection for Screening Ultra-Large Combinatorial Libraries

Hongtao Zhao, Eva Nittinger, Melissa A. Yu…·Christian Tyrchan

The paper improves Thompson sampling for screening large chemical libraries by introducing a warmup routine and roulette wheel selection, achieving 100% recovery with 0.1% sampling.

6 citations

statistical modelbenchmarking

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