Benchmark-Models-PEtab icon indicating copy to clipboard operation
Benchmark-Models-PEtab copied to clipboard

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

Results 89 Benchmark-Models-PEtab issues
Sort by recently updated
recently updated
newest added

Visualize model fit with libpetab and deploy plots to GitHub pages. WIP :eyes: https://benchmarking-initiative.github.io/Benchmark-Models-PEtab/reports/index.html :eyes: https://benchmarking-initiative.github.io/Benchmark-Models-PEtab/reports/Alkan_SciSignal2018.html (currently only available if there were no pushes to master since the last update...

Add a rough check for whether simulation tables are in the proper format (related to #278). (What *is* the proper format remains to be discussed - see also https://github.com/Benchmarking-Initiative/Benchmark-Models-PEtab/issues/280)

Re: #276, #275, #277 Implement checks for simulation tables. Make sure that `petab.v1.calculate.calculate_llh` succeeds, and ideally, confirm that value with a simulator.

I have the feeling the current simulation tables are less helpful than they could be. My understanding is that they are there to 1) facilitate assessing the goodness of fit...

Comparing https://github.com/Benchmarking-Initiative/Benchmark-Models-PEtab/blob/f7af1eddbedee793a8eca113124d1a2f1e73d360/Benchmark-Models/Weber_BMC2015/measurementData_Weber_BMC2015.tsv and https://github.com/Benchmarking-Initiative/Benchmark-Models-PEtab/blob/f7af1eddbedee793a8eca113124d1a2f1e73d360/Benchmark-Models/Weber_BMC2015/simulatedData_Weber_BMC2015.tsv: `preequilibrationConditionId`, `observableParameters` and `noiseParameters` are missing in the simulations table

Script for converting the current problems to PEtab v2.

Users have reported that they are unable to reproduce paper figures with the current version in our collection. The problem should be updated to match the implementation in Data2Dynamics. https://github.com/Data2Dynamics/d2d/tree/master/arFramework3/Examples/Bachmann_MSB2011...

*Integrated mathematical and experimental modeling uncovers enhanced EMT plasticity upon loss of the DLC1 tumor suppressor* https://doi.org/10.1371/journal.pcbi.1013076 PEtab files available online.

new model