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The ambition of the Active PRoduct-to-Process LearnIng fOR Improving Critical Components Performance (APRIORI) Doctoral network is to train the next generation of Doctoral Candidates (DCs) to fully sustain the ongoing transition of the EU manufacturing sector. This will be achieved by developing the skills and new technologies that will enable for the first time the development of a unique integrated product design strategy that will drastically improve the performance of critical parts or components under uncertainties.