Author

Andrei Kramer

Science for Life LaboratoryORCID 0000-0002-3828-6978Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Systems Biology· 2

Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Anu G. NairiD· 2 shared Jeanette Hellgren KotaleskiiD· 2 shared Olivia ErikssoniD· 2 shared Alexandra JauhiaineniD· 1 shared Andrey StepaniukiD· 1 shared Carolina Sartorius· 1 shared Daniel TrpevskiiD· 1 shared Daniel X. KelleriD· 1 shared

Activity by Year

2018-2021 · peak 1/yr

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10 top collaborators · 35 mutual co-author links

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2 shared papersSystems Biology

Anu G. NairORCID

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2 papers

Recent·Most cited

Systems BiologyNeuroinformaticsPeer-reviewedOct 28, 2021

A Modular Workflow for Model Building, Analysis, and Parameter Estimation in Systems Biology and Neuroscience

João P. G. Santos, Kadri Pajo, Daniel Trpevski…·Andrei Kramer

The paper introduces a modular workflow for building, analyzing, and parameter estimating biochemical models, enhancing interoperability and reusability across different simulators and formats.

8 citations

statistical modelbenchmarking

𝕏 PostBluesky

Systems BiologyBioinformaticsPeer-reviewedJul 13, 2018

Uncertainty quantification, propagation and characterization by Bayesian analysis combined with global sensitivity analysis applied to dynamical intracellular pathway models

Olivia Eriksson, Alexandra Jauhiainen, Sara Maad Sasane…·Jeanette Hellgren Kotaleski

The paper combines Bayesian analysis and global sensitivity analysis to quantify and propagate uncertainty in dynamical intracellular pathway models, identifying key parameters for experimental focus.

31 citations

Bayesian inference

𝕏 PostBluesky