Author

Pavlína Sikorová

Czech Academy of Sciences, Institute of Scientific InstrumentsORCID 0009-0004-8908-0701Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Biochemistry· 1

Signature Assays, Organisms & Methods

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Approach:Bayesian inference· 1 Research Focus:benchmarking· 1 Approach:experimental assay· 1 Approach:large language model· 1 Approach:machine learning (classical)· 1 Research Focus:software / tool· 1

Frequent Co-Authors

Andrew J. deMelloiD· 1 shared David LackoiD· 1 shared David R. KovariD· 1 shared Eduard Volf· 1 shared Filip Dousek· 1 shared Hynek Walner· 1 shared Jan JežekiD· 1 shared Jiřı́ DamborskýiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBiochemistry

Andrew J. deMelloORCID

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1 paper

Recent·Most cited

CascadeMAP: Autonomous Closed-loop Optimization of Enzyme Cascades via Microfluidics, Machine Learning and Agentic AI

Michal Vasina, David R. Kovar, Martin Kizovský, David Lacko, Pavel Vaňáček, Maximilian Herich, Eduard Volf, Lukas Drdla, Soňa Cabalová, Pavlína Sikorová, Michael Jirásek, Pavel Solanský, Jan Ježek, Ota Samek, Filip Dousek, , Zbyněk Prokop

Unattended droplet-microfluidic Bayesian optimization of a glycerol detection cascade matched design of experiments (DoE) with one third of the conditions; a second cascade used DoE with Raman readout.

bioRxiv · Oct 21, 2026 · PreprintBiochemistry✦ In-depth digest