Author

Léon Planken

Delft University of Technology

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Systems Biology· 1

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Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Approach:statistical model· 1 Research Focus:variant calling· 1

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Joep P. J. Schmitz· 1 shared Olga Bunkova· 1 shared Paul van LentiD· 1 shared Thomas AbeeliD· 1 shared

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2024-2024 · peak 1/yr

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1 shared paperSystems Biology

Joep P. J. Schmitz

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Systems BiologybioRxivPreprintDec 20, 2024

Neural Ordinary Differential Equations Inspired Parameterization of Kinetic Models

Paul van Lent, Olga Bunkova, Léon Planken…·Thomas Abeel

The paper introduces a framework for training metabolic kinetic models using neural ODEs, demonstrating efficient parameterization on SBML models and glycolysis data.

DOI 10.1101/2024.12.20.629595

bulk RNA-seqdeep learning