The integrated architectural approach is able to link manufacturing at the physical level with the sensing, data infrastructure, physics-based modelling, surrogate modelling, artificial intelligence, and closed-loop control levels, and puts the emphasis on the remaining need for physics-based knowledge, transparent dec...