Benchmark-Models-PEtab
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A collection of mathematical models with experimental data in the PEtab format as benchmark problems in order to evaluate new and existing methodologies for data-based modelling
cleanup empty annotations
- [ ] move repo to `PEtab-dev` org - [ ] rename repo `benchmark-problems` (i.e. `PEtab-dev/benchmark-problems`) - [ ] rename `Benchmark-Models` directory to `problem` (i.e. `PEtab-dev/benchmark-problems/problems`) - [ ] add...
> Visualization table references datasetId(s) {'model1_data1_IRsum'}, but no such dataset(s) exist in the measurement table Surfaced while testing https://github.com/PEtab-dev/libpetab-python/pull/255
We discussed that it would be interesting to have some oscillatory models in the collection. Anyone have ideas for models including real experimental data?
The model of hepatocyte growth factor (HGF) signal transduction combined with global proteomics, captures HGF-induced signal transduction via the MAPK cascade, the PI3K pathway and mTOR signaling. https://doi.org/10.1038/s44320-023-00007-4 https://www.ebi.ac.uk/biomodels/MODEL2306280002 Available...
A kinetic metabolic model of lipid metabolism in Saccharomyces cerevisiae that integrates fatty acid biosynthesis, glycerophospholipid metabolism, sphingolipid metabolism, storage lipids, lumped sterol synthesis, and the synthesis and transport of...
Dynamic modeling of Nrf2 pathway activation in liver cells after toxicant exposure. https://doi.org/10.1038/s41598-022-10857-x The model is available in PEtab: https://github.com/JetiLab/Nrf2-signaling.
Cannot validate the model with AMICI as the noise model is not supported yet.
https://www.sciencedirect.com/science/article/pii/S1549963413006734?via%3Dihub https://www.nature.com/articles/s41540-018-0079-7 PESTO Example: https://github.com/ICB-DCM/PESTO/tree/master/examples/mRNA_transfection