This webinar, will give an overview of BioModels, a popular repository of curated systems biology models. It will also provide a brief introduction to BioModels Parameters, a sub-resource within BioModels that provides model parts, followed by discussion of a study carried out to assess how reproducible systems biology models are, the reasons why mathematical models fail to reproduce simulation results and the solution we propose to tackle lack of reproducibility.