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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

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- [ ] 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?

new model

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...

new model

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...

new model

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.

new model

Cannot validate the model with AMICI as the noise model is not supported yet.

new model

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

good first issue
new model