observed data, the presence of unobserved variables, the integration of prior biological knowledge to enhance interpretability, and the lack of standardized benchmarks for evaluation. The project INCRE [...] biological models. The expected outcomes of INCRE include novel algorithms, informative benchmarks, and methodological advances that will benefit both the systems biology community and the broader field of [...] models. A particularly promising direction, and the focus of INCRE, is inferring mechanistic simulation models directly from time-series data. In particular, the project will develop new methods to infer chemical
https://mosi.informatik.uni-rostock.de/en/research/projects/incre/