This paper aims to contribute to understanding how physically large and complex systems of systems (SoS) can be digitally modeled. Ensuring the modeled SoS accurately represents real-world systems is challenging. Due to the significant amount of interaction these models have with the actors using them throughout the design lifecycle, their reliability can often be unpredictable and typically degrade ...