Author

Lukas Daniel Einkemmer

Universität InnsbruckORCID 0000-0002-8798-2304Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Systems Biology· 1

Signature Assays, Organisms & Methods

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Approach:statistical model· 2 Research Focus:gene regulatory network inference· 1

Frequent Co-Authors

Carlos F. LopeziD· 2 shared Martina PruggeriD· 2 shared Leonard A. HarrisiD· 1 shared Perry T. WasdiniD· 1 shared Samantha P. BeikiD· 1 shared

Activity by Year

2021-2023 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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2 shared papersBioinformatics

Carlos F. LopezORCID

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2 papers

Recent·Most cited

BioinformaticsJournal of Computational PhysicsPeer-reviewedMay 29, 2023

A dynamical low-rank approach to solve the chemical master equation for biological reaction networks

Martina Prugger, Lukas Daniel Einkemmer, Carlos F. Lopez

This paper introduces a dynamical low-rank method to solve the chemical master equation for biological reaction networks, enabling efficient simulation of large systems.

11 citations

statistical model

𝕏 PostBluesky

Systems BiologyPLoS Computational BiologyPeer-reviewedJun 2, 2021

Unsupervised logic-based mechanism inference for network-driven biological processes

Martina Prugger, Lukas Daniel Einkemmer, Samantha P. Beik…·Carlos F. Lopez

This paper introduces an unsupervised logic-based method to infer mechanistic hypotheses of cellular processes from state transitions, recovering dynamics and biochemical species concentration changes.

5 citations

statistical modelgene regulatory network inference

𝕏 PostBluesky