The full details of developing the proposed OOBN PL (theory, methodology, and a case study), in addition to a comprehensive framework for validating pattern languages at large, and how applying the patterns included in the PL will affect the final model’s quality are published in:

Aly, E., Elsawah, S., Turan, H. H., & Ryan, M. J. (2023). Designing a pattern language to enhance model composability and reusability: An example with component-based probabilistic models. Environmental Modelling & Software , 105807.