Beyond the planned achievements, the project paves the way for other research initiatives and wider developments, contributing to the ongoing evolution of the sector. It also displays a distinct commitment to the training of early career researchers, aligned with a major objective of the European Chip Act. The inclusion of 4 post-docs, 4 PhD students and 3 master’s students in a variety of fields demonstrates a holistic and multi-disciplinary approach, fostering deep innovation. Through the publication of peer-reviewed papers in open-access journals and the early sharing of results, we also promote collaboration and knowledge exchange within the scientific community. We prioritise the accessibility of our model code and simulation results, fostering reproducibility.