Author

Jan Ježek

Czech Academy of Sciences, Institute of Scientific InstrumentsORCID 0000-0002-5753-1676Unclaimed 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 Jiřı́ DamborskýiD· 1 shared Lukas Drdla· 1 shared

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2026-2026 · peak 1/yr

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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

BiochemistrybioRxivPreprintOct 21, 2026

✦ In-depth digest

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

Michal Vasina, David R. Kovar, Martin Kizovský…·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.

2 citations

Bayesian inferenceexperimental assay

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