Fig. 2

Schematic of the research framework consisting of (a) Multiphysical simulation scheme for multilayer powder bed fusion simulations including paramterization for phase-field model, thermomechanical analysis, process parameter selection for PBF, powder bed parameters and deposition, process simulations using non-isothermal phase-field model, thermomechanical analysis, RVE selection for homogenization of mechanical properties; (b) Curating the relevant (meta)data in form of several record types, namely simulation, dataset and protocol in Kadi4Mat, to be further used in data-driven analysis. Illustration of (b1−4) the simulation results stored in simulation records and (b5) data stored in form of dataset records.